{"id":25123,"date":"2021-06-08T01:42:26","date_gmt":"2021-06-08T01:42:26","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=25123"},"modified":"2021-06-08T01:42:31","modified_gmt":"2021-06-08T01:42:31","slug":"data-management-fundamentals-certification-exam-dmf-1220-dumps-questions","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/data-management-fundamentals-certification-exam-dmf-1220-dumps-questions.html","title":{"rendered":"Data Management Fundamentals Certification Exam DMF-1220 Dumps Questions"},"content":{"rendered":"\n<p>The DMF-1220 Data Management Fundamentals exam is required for all certification levels: Associate, Practitioner and Master. If you are planning for DMF-1220 Data Management Fundamentals certification exam, just come to choose DumpsBase DMF-1220 exam dumps as the preparation materials. We have 485 practice exam questions and answers online, which are great to ensure that you can pass DMF-1220 exam successfully.<\/p>\n<h2>Read <span style=\"color: #808000;\">DMF-1220 Data Management Fundamentals Free Dumps<\/span> First<\/h2>\n<script>\n\t  window.fbAsyncInit = function() {\n\t    FB.init({\n\t      appId            : '622169541470367',\n\t      autoLogAppEvents : true,\n\t      xfbml            : true,\n\t      version          : 'v3.1'\n\t    });\n\t  };\n\t\n\t  (function(d, s, id){\n\t     var js, fjs = d.getElementsByTagName(s)[0];\n\t     if (d.getElementById(id)) {return;}\n\t     js = d.createElement(s); js.id = id;\n\t     js.src = \"https:\/\/connect.facebook.net\/en_US\/sdk.js\";\n\t     fjs.parentNode.insertBefore(js, fjs);\n\t   }(document, 'script', 'facebook-jssdk'));\n\t<\/script><script type=\"text\/javascript\" >\ndocument.addEventListener(\"DOMContentLoaded\", function(event) { \nif(!window.jQuery) alert(\"The important jQuery library is not properly loaded in your site. Your WordPress theme is probably missing the essential wp_head() call. You can switch to another theme and you will see that the plugin works fine and this notice disappears. If you are still not sure what to do you can contact us for help.\");\n});\n<\/script>  \n  \n<div  id=\"watupro_quiz\" class=\"quiz-area single-page-quiz\">\n<p id=\"submittingExam5389\" style=\"display:none;text-align:center;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\"><\/p>\n\n<div class=\"watupro-exam-description\" id=\"description-quiz-5389\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-5389\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-177287'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>Improving data quality requires a strategy that accounts for the work that needs to be done and the way people will execute it.<\/div><input type='hidden' name='question_id[]' id='qID_1' value='177287' \/><input type='hidden' id='answerType177287' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177287[]' id='answer-id-715094' class='answer   answerof-177287 ' value='715094'   \/><label for='answer-id-715094' id='answer-label-715094' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177287[]' id='answer-id-715095' class='answer   answerof-177287 ' value='715095'   \/><label for='answer-id-715095' id='answer-label-715095' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-177288'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/span>A data governance strategy defines the scope and approach to governance efforts. Deliverables include:<\/div><input type='hidden' name='question_id[]' id='qID_2' value='177288' \/><input type='hidden' id='answerType177288' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177288[]' id='answer-id-715096' class='answer   answerof-177288 ' value='715096'   \/><label for='answer-id-715096' id='answer-label-715096' class=' answer'><span>Charter<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177288[]' id='answer-id-715097' class='answer   answerof-177288 ' value='715097'   \/><label for='answer-id-715097' id='answer-label-715097' class=' answer'><span>Operating framework and accountabilities<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177288[]' id='answer-id-715098' class='answer   answerof-177288 ' value='715098'   \/><label for='answer-id-715098' id='answer-label-715098' class=' answer'><span>Implementation roadmap<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177288[]' id='answer-id-715099' class='answer   answerof-177288 ' value='715099'   \/><label for='answer-id-715099' id='answer-label-715099' class=' answer'><span>Plan for operational success<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177288[]' id='answer-id-715100' class='answer   answerof-177288 ' value='715100'   \/><label for='answer-id-715100' id='answer-label-715100' class=' answer'><span>All of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177288[]' id='answer-id-715101' class='answer   answerof-177288 ' value='715101'   \/><label for='answer-id-715101' id='answer-label-715101' class=' answer'><span>None of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-177289'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>Data stewardship is the least common label to describe accountability and responsibility for data and processes to ensure effective control and use of data assets.<\/div><input type='hidden' name='question_id[]' id='qID_3' value='177289' \/><input type='hidden' id='answerType177289' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177289[]' id='answer-id-715102' class='answer   answerof-177289 ' value='715102'   \/><label for='answer-id-715102' id='answer-label-715102' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177289[]' id='answer-id-715103' class='answer   answerof-177289 ' value='715103'   \/><label for='answer-id-715103' id='answer-label-715103' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-177290'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>A hacker is a person who finds unknown operations and pathways within complex computer system. Hackers are only bad.<\/div><input type='hidden' name='question_id[]' id='qID_4' value='177290' \/><input type='hidden' id='answerType177290' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177290[]' id='answer-id-715104' class='answer   answerof-177290 ' value='715104'   \/><label for='answer-id-715104' id='answer-label-715104' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177290[]' id='answer-id-715105' class='answer   answerof-177290 ' value='715105'   \/><label for='answer-id-715105' id='answer-label-715105' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-177291'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>Orchestration is the term used to describe how multiple processes are organized and executed in a system.<\/div><input type='hidden' name='question_id[]' id='qID_5' value='177291' \/><input type='hidden' id='answerType177291' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177291[]' id='answer-id-715106' class='answer   answerof-177291 ' value='715106'   \/><label for='answer-id-715106' id='answer-label-715106' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177291[]' id='answer-id-715107' class='answer   answerof-177291 ' value='715107'   \/><label for='answer-id-715107' id='answer-label-715107' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-177292'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>A dimensional physical data model is usually a star schema, meaning there is one structure for each dimension.<\/div><input type='hidden' name='question_id[]' id='qID_6' value='177292' \/><input type='hidden' id='answerType177292' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177292[]' id='answer-id-715108' class='answer   answerof-177292 ' value='715108'   \/><label for='answer-id-715108' id='answer-label-715108' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177292[]' id='answer-id-715109' class='answer   answerof-177292 ' value='715109'   \/><label for='answer-id-715109' id='answer-label-715109' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-7' style=';'><div id='questionWrap-7'  class='   watupro-question-id-177293'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>Many people assume that most data quality issues are caused by data entry errors. A more sophisticated understanding recognizes that gaps in or execution of business and technical processes cause many more problems that mis-keying.<\/div><input type='hidden' name='question_id[]' id='qID_7' value='177293' \/><input type='hidden' id='answerType177293' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177293[]' id='answer-id-715110' class='answer   answerof-177293 ' value='715110'   \/><label for='answer-id-715110' id='answer-label-715110' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177293[]' id='answer-id-715111' class='answer   answerof-177293 ' value='715111'   \/><label for='answer-id-715111' id='answer-label-715111' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-8' style=';'><div id='questionWrap-8'  class='   watupro-question-id-177294'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>Sample value metrics for a data governance program include:<\/div><input type='hidden' name='question_id[]' id='qID_8' value='177294' \/><input type='hidden' id='answerType177294' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177294[]' id='answer-id-715112' class='answer   answerof-177294 ' value='715112'   \/><label for='answer-id-715112' id='answer-label-715112' class=' answer'><span>Reduction of risk<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177294[]' id='answer-id-715113' class='answer   answerof-177294 ' value='715113'   \/><label for='answer-id-715113' id='answer-label-715113' class=' answer'><span>Improved efficiency in operations<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177294[]' id='answer-id-715114' class='answer   answerof-177294 ' value='715114'   \/><label for='answer-id-715114' id='answer-label-715114' class=' answer'><span>Effectiveness of education<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177294[]' id='answer-id-715115' class='answer   answerof-177294 ' value='715115'   \/><label for='answer-id-715115' id='answer-label-715115' class=' answer'><span>Achievements of goals and objectives<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177294[]' id='answer-id-715116' class='answer   answerof-177294 ' value='715116'   \/><label for='answer-id-715116' id='answer-label-715116' class=' answer'><span>Contributions to business objectives<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177294[]' id='answer-id-715117' class='answer   answerof-177294 ' value='715117'   \/><label for='answer-id-715117' id='answer-label-715117' class=' answer'><span>Effectiveness of communication<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-177295'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/span>RACI is an acronym that is made up of the following terms.<\/div><input type='hidden' name='question_id[]' id='qID_9' value='177295' \/><input type='hidden' id='answerType177295' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177295[]' id='answer-id-715118' class='answer   answerof-177295 ' value='715118'   \/><label for='answer-id-715118' id='answer-label-715118' class=' answer'><span>Control<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177295[]' id='answer-id-715119' class='answer   answerof-177295 ' value='715119'   \/><label for='answer-id-715119' id='answer-label-715119' class=' answer'><span>Responsible<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177295[]' id='answer-id-715120' class='answer   answerof-177295 ' value='715120'   \/><label for='answer-id-715120' id='answer-label-715120' class=' answer'><span>Accountable<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177295[]' id='answer-id-715121' class='answer   answerof-177295 ' value='715121'   \/><label for='answer-id-715121' id='answer-label-715121' class=' answer'><span>Informed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177295[]' id='answer-id-715122' class='answer   answerof-177295 ' value='715122'   \/><label for='answer-id-715122' id='answer-label-715122' class=' answer'><span>Reliable<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177295[]' id='answer-id-715123' class='answer   answerof-177295 ' value='715123'   \/><label for='answer-id-715123' id='answer-label-715123' class=' answer'><span>Consulted<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-177296'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>SLA Stands for:<\/div><input type='hidden' name='question_id[]' id='qID_10' value='177296' \/><input type='hidden' id='answerType177296' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177296[]' id='answer-id-715124' class='answer   answerof-177296 ' value='715124'   \/><label for='answer-id-715124' id='answer-label-715124' class=' answer'><span>Service Level Agreement<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177296[]' id='answer-id-715125' class='answer   answerof-177296 ' value='715125'   \/><label for='answer-id-715125' id='answer-label-715125' class=' answer'><span>System Lifecycle Audit<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177296[]' id='answer-id-715126' class='answer   answerof-177296 ' value='715126'   \/><label for='answer-id-715126' id='answer-label-715126' class=' answer'><span>System Latitude Audit<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177296[]' id='answer-id-715127' class='answer   answerof-177296 ' value='715127'   \/><label for='answer-id-715127' id='answer-label-715127' class=' answer'><span>Service Lifecycle Audit<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-11' style=';'><div id='questionWrap-11'  class='   watupro-question-id-177297'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>Different types of product Master Data solutions include:<\/div><input type='hidden' name='question_id[]' id='qID_11' value='177297' \/><input type='hidden' id='answerType177297' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177297[]' id='answer-id-715128' class='answer   answerof-177297 ' value='715128'   \/><label for='answer-id-715128' id='answer-label-715128' class=' answer'><span>People Lifecycle Product Management (PLPM)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177297[]' id='answer-id-715129' class='answer   answerof-177297 ' value='715129'   \/><label for='answer-id-715129' id='answer-label-715129' class=' answer'><span>Product data in Manufacturing Execution Systems (MES)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177297[]' id='answer-id-715130' class='answer   answerof-177297 ' value='715130'   \/><label for='answer-id-715130' id='answer-label-715130' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177297[]' id='answer-id-715131' class='answer   answerof-177297 ' value='715131'   \/><label for='answer-id-715131' id='answer-label-715131' class=' answer'><span>Product Data in Enterprise Resource Planning (ERP)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177297[]' id='answer-id-715132' class='answer   answerof-177297 ' value='715132'   \/><label for='answer-id-715132' id='answer-label-715132' class=' answer'><span>Product Lifecycle Management (PLM)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-12' style=';'><div id='questionWrap-12'  class='   watupro-question-id-177298'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>A business driver for Master Data Management program is managing data quality.<\/div><input type='hidden' name='question_id[]' id='qID_12' value='177298' \/><input type='hidden' id='answerType177298' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177298[]' id='answer-id-715133' class='answer   answerof-177298 ' value='715133'   \/><label for='answer-id-715133' id='answer-label-715133' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177298[]' id='answer-id-715134' class='answer   answerof-177298 ' value='715134'   \/><label for='answer-id-715134' id='answer-label-715134' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-177299'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>Please select the transition phases in Bridges\u2019 Transition process:<\/div><input type='hidden' name='question_id[]' id='qID_13' value='177299' \/><input type='hidden' id='answerType177299' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177299[]' id='answer-id-715135' class='answer   answerof-177299 ' value='715135'   \/><label for='answer-id-715135' id='answer-label-715135' class=' answer'><span>The neutral zone<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177299[]' id='answer-id-715136' class='answer   answerof-177299 ' value='715136'   \/><label for='answer-id-715136' id='answer-label-715136' class=' answer'><span>The new beginning<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177299[]' id='answer-id-715137' class='answer   answerof-177299 ' value='715137'   \/><label for='answer-id-715137' id='answer-label-715137' class=' answer'><span>The ending<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177299[]' id='answer-id-715138' class='answer   answerof-177299 ' value='715138'   \/><label for='answer-id-715138' id='answer-label-715138' class=' answer'><span>The transition<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177299[]' id='answer-id-715139' class='answer   answerof-177299 ' value='715139'   \/><label for='answer-id-715139' id='answer-label-715139' class=' answer'><span>The translation<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177299[]' id='answer-id-715140' class='answer   answerof-177299 ' value='715140'   \/><label for='answer-id-715140' id='answer-label-715140' class=' answer'><span>The game<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-177300'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>The business glossary should capture business terms attributes such as:<\/div><input type='hidden' name='question_id[]' id='qID_14' value='177300' \/><input type='hidden' id='answerType177300' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177300[]' id='answer-id-715141' class='answer   answerof-177300 ' value='715141'   \/><label for='answer-id-715141' id='answer-label-715141' class=' answer'><span>Lineage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177300[]' id='answer-id-715142' class='answer   answerof-177300 ' value='715142'   \/><label for='answer-id-715142' id='answer-label-715142' class=' answer'><span>Utilization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177300[]' id='answer-id-715143' class='answer   answerof-177300 ' value='715143'   \/><label for='answer-id-715143' id='answer-label-715143' class=' answer'><span>Common misunderstanding in terms<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177300[]' id='answer-id-715144' class='answer   answerof-177300 ' value='715144'   \/><label for='answer-id-715144' id='answer-label-715144' class=' answer'><span>System development<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177300[]' id='answer-id-715145' class='answer   answerof-177300 ' value='715145'   \/><label for='answer-id-715145' id='answer-label-715145' class=' answer'><span>Algorithms to supporting definitions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177300[]' id='answer-id-715146' class='answer   answerof-177300 ' value='715146'   \/><label for='answer-id-715146' id='answer-label-715146' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-15' style=';'><div id='questionWrap-15'  class='   watupro-question-id-177301'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>Use business rules to support Data Integration and Interoperability at various points, to:<\/div><input type='hidden' name='question_id[]' id='qID_15' value='177301' \/><input type='hidden' id='answerType177301' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177301[]' id='answer-id-715147' class='answer   answerof-177301 ' value='715147'   \/><label for='answer-id-715147' id='answer-label-715147' class=' answer'><span>Direct the flow of data in the organization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177301[]' id='answer-id-715148' class='answer   answerof-177301 ' value='715148'   \/><label for='answer-id-715148' id='answer-label-715148' class=' answer'><span>Monitor the organization\u2019s operational data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177301[]' id='answer-id-715149' class='answer   answerof-177301 ' value='715149'   \/><label for='answer-id-715149' id='answer-label-715149' class=' answer'><span>Software alerts when events are triggered<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177301[]' id='answer-id-715150' class='answer   answerof-177301 ' value='715150'   \/><label for='answer-id-715150' id='answer-label-715150' class=' answer'><span>Direct when to automatically trigger events and alerts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177301[]' id='answer-id-715151' class='answer   answerof-177301 ' value='715151'   \/><label for='answer-id-715151' id='answer-label-715151' class=' answer'><span>Consistency in allocation event resources<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177301[]' id='answer-id-715152' class='answer   answerof-177301 ' value='715152'   \/><label for='answer-id-715152' id='answer-label-715152' class=' answer'><span>None of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-16' style=';'><div id='questionWrap-16'  class='   watupro-question-id-177302'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>16. <\/span>Data professional should not balance the short-term versus long-term business interests.<\/div><input type='hidden' name='question_id[]' id='qID_16' value='177302' \/><input type='hidden' id='answerType177302' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177302[]' id='answer-id-715153' class='answer   answerof-177302 ' value='715153'   \/><label for='answer-id-715153' id='answer-label-715153' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177302[]' id='answer-id-715154' class='answer   answerof-177302 ' value='715154'   \/><label for='answer-id-715154' id='answer-label-715154' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-17' style=';'><div id='questionWrap-17'  class='   watupro-question-id-177303'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/span>Most document programs have policies related to:<\/div><input type='hidden' name='question_id[]' id='qID_17' value='177303' \/><input type='hidden' id='answerType177303' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177303[]' id='answer-id-715155' class='answer   answerof-177303 ' value='715155'   \/><label for='answer-id-715155' id='answer-label-715155' class=' answer'><span>Scope and compliance audits<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177303[]' id='answer-id-715156' class='answer   answerof-177303 ' value='715156'   \/><label for='answer-id-715156' id='answer-label-715156' class=' answer'><span>Proper destruction of records<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177303[]' id='answer-id-715157' class='answer   answerof-177303 ' value='715157'   \/><label for='answer-id-715157' id='answer-label-715157' class=' answer'><span>Proper construction of records<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177303[]' id='answer-id-715158' class='answer   answerof-177303 ' value='715158'   \/><label for='answer-id-715158' id='answer-label-715158' class=' answer'><span>Identification and protection of vital records<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177303[]' id='answer-id-715159' class='answer   answerof-177303 ' value='715159'   \/><label for='answer-id-715159' id='answer-label-715159' class=' answer'><span>Partition tolerance<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177303[]' id='answer-id-715160' class='answer   answerof-177303 ' value='715160'   \/><label for='answer-id-715160' id='answer-label-715160' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-18' style=';'><div id='questionWrap-18'  class='   watupro-question-id-177304'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>The Data Warehouse (DW) is a combination of three primary components: An integrated decision support database, related software programs and business intelligence reports.<\/div><input type='hidden' name='question_id[]' id='qID_18' value='177304' \/><input type='hidden' id='answerType177304' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177304[]' id='answer-id-715161' class='answer   answerof-177304 ' value='715161'   \/><label for='answer-id-715161' id='answer-label-715161' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177304[]' id='answer-id-715162' class='answer   answerof-177304 ' value='715162'   \/><label for='answer-id-715162' id='answer-label-715162' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-177305'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>Data lineage is useful to the development of the data governance strategy.<\/div><input type='hidden' name='question_id[]' id='qID_19' value='177305' \/><input type='hidden' id='answerType177305' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177305[]' id='answer-id-715163' class='answer   answerof-177305 ' value='715163'   \/><label for='answer-id-715163' id='answer-label-715163' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177305[]' id='answer-id-715164' class='answer   answerof-177305 ' value='715164'   \/><label for='answer-id-715164' id='answer-label-715164' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-20' style=';'><div id='questionWrap-20'  class='   watupro-question-id-177306'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/span>DAMA International\u2019s Certified Data Management Professional (CDMP) certification required that data management professionals subscribe to a formal code of ethics, including an obligation to handle data ethically for the sake of society beyond the organization that employs them.<\/div><input type='hidden' name='question_id[]' id='qID_20' value='177306' \/><input type='hidden' id='answerType177306' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177306[]' id='answer-id-715165' class='answer   answerof-177306 ' value='715165'   \/><label for='answer-id-715165' id='answer-label-715165' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177306[]' id='answer-id-715166' class='answer   answerof-177306 ' value='715166'   \/><label for='answer-id-715166' id='answer-label-715166' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-21' style=';'><div id='questionWrap-21'  class='   watupro-question-id-177307'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/span>Functionality-focused requirements associated with a comprehensive metadata solution, include:<\/div><input type='hidden' name='question_id[]' id='qID_21' value='177307' \/><input type='hidden' id='answerType177307' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177307[]' id='answer-id-715167' class='answer   answerof-177307 ' value='715167'   \/><label for='answer-id-715167' id='answer-label-715167' class=' answer'><span>Synchronization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177307[]' id='answer-id-715168' class='answer   answerof-177307 ' value='715168'   \/><label for='answer-id-715168' id='answer-label-715168' class=' answer'><span>Structure<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177307[]' id='answer-id-715169' class='answer   answerof-177307 ' value='715169'   \/><label for='answer-id-715169' id='answer-label-715169' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177307[]' id='answer-id-715170' class='answer   answerof-177307 ' value='715170'   \/><label for='answer-id-715170' id='answer-label-715170' class=' answer'><span>History<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177307[]' id='answer-id-715171' class='answer   answerof-177307 ' value='715171'   \/><label for='answer-id-715171' id='answer-label-715171' class=' answer'><span>Volatility<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177307[]' id='answer-id-715172' class='answer   answerof-177307 ' value='715172'   \/><label for='answer-id-715172' id='answer-label-715172' class=' answer'><span>Access rights<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-22' style=';'><div id='questionWrap-22'  class='   watupro-question-id-177308'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/span>While the focus of data quality improvement efforts is often on the prevention of errors, data quality can also be improved through some forms of data processing.<\/div><input type='hidden' name='question_id[]' id='qID_22' value='177308' \/><input type='hidden' id='answerType177308' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177308[]' id='answer-id-715173' class='answer   answerof-177308 ' value='715173'   \/><label for='answer-id-715173' id='answer-label-715173' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177308[]' id='answer-id-715174' class='answer   answerof-177308 ' value='715174'   \/><label for='answer-id-715174' id='answer-label-715174' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-23' style=';'><div id='questionWrap-23'  class='   watupro-question-id-177309'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/span>Valuation information, as an example of data enrichment, is for asset valuation, inventory and sale.<\/div><input type='hidden' name='question_id[]' id='qID_23' value='177309' \/><input type='hidden' id='answerType177309' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177309[]' id='answer-id-715175' class='answer   answerof-177309 ' value='715175'   \/><label for='answer-id-715175' id='answer-label-715175' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177309[]' id='answer-id-715176' class='answer   answerof-177309 ' value='715176'   \/><label for='answer-id-715176' id='answer-label-715176' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-177310'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/span>All metadata management solutions include architectural layers including:<\/div><input type='hidden' name='question_id[]' id='qID_24' value='177310' \/><input type='hidden' id='answerType177310' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177310[]' id='answer-id-715177' class='answer   answerof-177310 ' value='715177'   \/><label for='answer-id-715177' id='answer-label-715177' class=' answer'><span>Metadata Quality Assurance Testing<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177310[]' id='answer-id-715178' class='answer   answerof-177310 ' value='715178'   \/><label for='answer-id-715178' id='answer-label-715178' class=' answer'><span>Metadata integration<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177310[]' id='answer-id-715179' class='answer   answerof-177310 ' value='715179'   \/><label for='answer-id-715179' id='answer-label-715179' class=' answer'><span>Metadata usage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177310[]' id='answer-id-715180' class='answer   answerof-177310 ' value='715180'   \/><label for='answer-id-715180' id='answer-label-715180' class=' answer'><span>Metadata delivery<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177310[]' id='answer-id-715181' class='answer   answerof-177310 ' value='715181'   \/><label for='answer-id-715181' id='answer-label-715181' class=' answer'><span>Metadata control and management<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177310[]' id='answer-id-715182' class='answer   answerof-177310 ' value='715182'   \/><label for='answer-id-715182' id='answer-label-715182' class=' answer'><span>None of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-25' style=';'><div id='questionWrap-25'  class='   watupro-question-id-177311'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>An input in the Metadata management context diagram does not include:<\/div><input type='hidden' name='question_id[]' id='qID_25' value='177311' \/><input type='hidden' id='answerType177311' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177311[]' id='answer-id-715183' class='answer   answerof-177311 ' value='715183'   \/><label for='answer-id-715183' id='answer-label-715183' class=' answer'><span>Business requirements<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177311[]' id='answer-id-715184' class='answer   answerof-177311 ' value='715184'   \/><label for='answer-id-715184' id='answer-label-715184' class=' answer'><span>Business metadata<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177311[]' id='answer-id-715185' class='answer   answerof-177311 ' value='715185'   \/><label for='answer-id-715185' id='answer-label-715185' class=' answer'><span>Technical metadata<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177311[]' id='answer-id-715186' class='answer   answerof-177311 ' value='715186'   \/><label for='answer-id-715186' id='answer-label-715186' class=' answer'><span>Metadata standards<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177311[]' id='answer-id-715187' class='answer   answerof-177311 ' value='715187'   \/><label for='answer-id-715187' id='answer-label-715187' class=' answer'><span>Process Metadata<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-26' style=';'><div id='questionWrap-26'  class='   watupro-question-id-177312'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>26. <\/span>A deliverable in the data architecture context diagram includes an implementation roadmap.<\/div><input type='hidden' name='question_id[]' id='qID_26' value='177312' \/><input type='hidden' id='answerType177312' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177312[]' id='answer-id-715188' class='answer   answerof-177312 ' value='715188'   \/><label for='answer-id-715188' id='answer-label-715188' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177312[]' id='answer-id-715189' class='answer   answerof-177312 ' value='715189'   \/><label for='answer-id-715189' id='answer-label-715189' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-27' style=';'><div id='questionWrap-27'  class='   watupro-question-id-177313'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>27. <\/span>Location Master Data includes business party addresses and business party location, as well as facility addresses for locations owned by organizations.<\/div><input type='hidden' name='question_id[]' id='qID_27' value='177313' \/><input type='hidden' id='answerType177313' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177313[]' id='answer-id-715190' class='answer   answerof-177313 ' value='715190'   \/><label for='answer-id-715190' id='answer-label-715190' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177313[]' id='answer-id-715191' class='answer   answerof-177313 ' value='715191'   \/><label for='answer-id-715191' id='answer-label-715191' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-28' style=';'><div id='questionWrap-28'  class='   watupro-question-id-177314'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>28. <\/span>Some ways to measure value of data include:<\/div><input type='hidden' name='question_id[]' id='qID_28' value='177314' \/><input type='hidden' id='answerType177314' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177314[]' id='answer-id-715192' class='answer   answerof-177314 ' value='715192'   \/><label for='answer-id-715192' id='answer-label-715192' class=' answer'><span>Replacement cost<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177314[]' id='answer-id-715193' class='answer   answerof-177314 ' value='715193'   \/><label for='answer-id-715193' id='answer-label-715193' class=' answer'><span>Market value<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177314[]' id='answer-id-715194' class='answer   answerof-177314 ' value='715194'   \/><label for='answer-id-715194' id='answer-label-715194' class=' answer'><span>Selling Data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177314[]' id='answer-id-715195' class='answer   answerof-177314 ' value='715195'   \/><label for='answer-id-715195' id='answer-label-715195' class=' answer'><span>Risk cost<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177314[]' id='answer-id-715196' class='answer   answerof-177314 ' value='715196'   \/><label for='answer-id-715196' id='answer-label-715196' class=' answer'><span>Identified opportunities<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177314[]' id='answer-id-715197' class='answer   answerof-177314 ' value='715197'   \/><label for='answer-id-715197' id='answer-label-715197' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-29' style=';'><div id='questionWrap-29'  class='   watupro-question-id-177315'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>29. <\/span>Match rules for different scenarios require different workflows, including:<\/div><input type='hidden' name='question_id[]' id='qID_29' value='177315' \/><input type='hidden' id='answerType177315' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177315[]' id='answer-id-715198' class='answer   answerof-177315 ' value='715198'   \/><label for='answer-id-715198' id='answer-label-715198' class=' answer'><span>Consistency rules<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177315[]' id='answer-id-715199' class='answer   answerof-177315 ' value='715199'   \/><label for='answer-id-715199' id='answer-label-715199' class=' answer'><span>Duplicate identification match rules<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177315[]' id='answer-id-715200' class='answer   answerof-177315 ' value='715200'   \/><label for='answer-id-715200' id='answer-label-715200' class=' answer'><span>Match-merge rules<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177315[]' id='answer-id-715201' class='answer   answerof-177315 ' value='715201'   \/><label for='answer-id-715201' id='answer-label-715201' class=' answer'><span>Match-split rules<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177315[]' id='answer-id-715202' class='answer   answerof-177315 ' value='715202'   \/><label for='answer-id-715202' id='answer-label-715202' class=' answer'><span>Match-link rules<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177315[]' id='answer-id-715203' class='answer   answerof-177315 ' value='715203'   \/><label for='answer-id-715203' id='answer-label-715203' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-30' style=';'><div id='questionWrap-30'  class='   watupro-question-id-177316'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>30. <\/span>The IT security policy provides categories for individual application, database roles, user groups and information sensitivity.<\/div><input type='hidden' name='question_id[]' id='qID_30' value='177316' \/><input type='hidden' id='answerType177316' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177316[]' id='answer-id-715204' class='answer   answerof-177316 ' value='715204'   \/><label for='answer-id-715204' id='answer-label-715204' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177316[]' id='answer-id-715205' class='answer   answerof-177316 ' value='715205'   \/><label for='answer-id-715205' id='answer-label-715205' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-31' style=';'><div id='questionWrap-31'  class='   watupro-question-id-177317'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>31. <\/span>Data profiling examples include:<\/div><input type='hidden' name='question_id[]' id='qID_31' value='177317' \/><input type='hidden' id='answerType177317' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177317[]' id='answer-id-715206' class='answer   answerof-177317 ' value='715206'   \/><label for='answer-id-715206' id='answer-label-715206' class=' answer'><span>Counts of null<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177317[]' id='answer-id-715207' class='answer   answerof-177317 ' value='715207'   \/><label for='answer-id-715207' id='answer-label-715207' class=' answer'><span>Max\/Min value<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177317[]' id='answer-id-715208' class='answer   answerof-177317 ' value='715208'   \/><label for='answer-id-715208' id='answer-label-715208' class=' answer'><span>Max\/Min length<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177317[]' id='answer-id-715209' class='answer   answerof-177317 ' value='715209'   \/><label for='answer-id-715209' id='answer-label-715209' class=' answer'><span>Frequency distribution<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177317[]' id='answer-id-715210' class='answer   answerof-177317 ' value='715210'   \/><label for='answer-id-715210' id='answer-label-715210' class=' answer'><span>Data type and format<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177317[]' id='answer-id-715211' class='answer   answerof-177317 ' value='715211'   \/><label for='answer-id-715211' id='answer-label-715211' class=' answer'><span>None of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-32' style=';'><div id='questionWrap-32'  class='   watupro-question-id-177318'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>32. <\/span>Information gaps represent enterprise liabilities with potentially profound impacts on operational effectiveness and profitability.<\/div><input type='hidden' name='question_id[]' id='qID_32' value='177318' \/><input type='hidden' id='answerType177318' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177318[]' id='answer-id-715212' class='answer   answerof-177318 ' value='715212'   \/><label for='answer-id-715212' id='answer-label-715212' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177318[]' id='answer-id-715213' class='answer   answerof-177318 ' value='715213'   \/><label for='answer-id-715213' id='answer-label-715213' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-33' style=';'><div id='questionWrap-33'  class='   watupro-question-id-177319'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>33. <\/span>When constructing an organization\u2019s operating model cultural factors must be taken into consideration.<\/div><input type='hidden' name='question_id[]' id='qID_33' value='177319' \/><input type='hidden' id='answerType177319' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177319[]' id='answer-id-715214' class='answer   answerof-177319 ' value='715214'   \/><label for='answer-id-715214' id='answer-label-715214' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177319[]' id='answer-id-715215' class='answer   answerof-177319 ' value='715215'   \/><label for='answer-id-715215' id='answer-label-715215' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-34' style=';'><div id='questionWrap-34'  class='   watupro-question-id-177320'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>34. <\/span>What model is the highest level model within the enterprise data model?<\/div><input type='hidden' name='question_id[]' id='qID_34' value='177320' \/><input type='hidden' id='answerType177320' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177320[]' id='answer-id-715216' class='answer   answerof-177320 ' value='715216'   \/><label for='answer-id-715216' id='answer-label-715216' class=' answer'><span>Logical model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177320[]' id='answer-id-715217' class='answer   answerof-177320 ' value='715217'   \/><label for='answer-id-715217' id='answer-label-715217' class=' answer'><span>Physical model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177320[]' id='answer-id-715218' class='answer   answerof-177320 ' value='715218'   \/><label for='answer-id-715218' id='answer-label-715218' class=' answer'><span>Conceptual model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177320[]' id='answer-id-715219' class='answer   answerof-177320 ' value='715219'   \/><label for='answer-id-715219' id='answer-label-715219' class=' answer'><span>Subject Area model<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-35' style=';'><div id='questionWrap-35'  class='   watupro-question-id-177321'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>35. <\/span>Data Integration and Interoperability (DII) describes processes related to the movement and consolidation of data within and between data stores, applications and organizations.<\/div><input type='hidden' name='question_id[]' id='qID_35' value='177321' \/><input type='hidden' id='answerType177321' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177321[]' id='answer-id-715220' class='answer   answerof-177321 ' value='715220'   \/><label for='answer-id-715220' id='answer-label-715220' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177321[]' id='answer-id-715221' class='answer   answerof-177321 ' value='715221'   \/><label for='answer-id-715221' id='answer-label-715221' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-36' style=';'><div id='questionWrap-36'  class='   watupro-question-id-177322'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>36. <\/span>Examples of concepts that can be standardized within the data architecture knowledge area include:<\/div><input type='hidden' name='question_id[]' id='qID_36' value='177322' \/><input type='hidden' id='answerType177322' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177322[]' id='answer-id-715222' class='answer   answerof-177322 ' value='715222'   \/><label for='answer-id-715222' id='answer-label-715222' class=' answer'><span>Enterprise data models<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177322[]' id='answer-id-715223' class='answer   answerof-177322 ' value='715223'   \/><label for='answer-id-715223' id='answer-label-715223' class=' answer'><span>System naming conventions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177322[]' id='answer-id-715224' class='answer   answerof-177322 ' value='715224'   \/><label for='answer-id-715224' id='answer-label-715224' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177322[]' id='answer-id-715225' class='answer   answerof-177322 ' value='715225'   \/><label for='answer-id-715225' id='answer-label-715225' class=' answer'><span>Data security standards<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177322[]' id='answer-id-715226' class='answer   answerof-177322 ' value='715226'   \/><label for='answer-id-715226' id='answer-label-715226' class=' answer'><span>Data quality rules<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177322[]' id='answer-id-715227' class='answer   answerof-177322 ' value='715227'   \/><label for='answer-id-715227' id='answer-label-715227' class=' answer'><span>Tool standards<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-37' style=';'><div id='questionWrap-37'  class='   watupro-question-id-177323'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>37. <\/span>Business metadata focuses largely on the content and condition of the data and includes details related to data governance.<\/div><input type='hidden' name='question_id[]' id='qID_37' value='177323' \/><input type='hidden' id='answerType177323' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177323[]' id='answer-id-715228' class='answer   answerof-177323 ' value='715228'   \/><label for='answer-id-715228' id='answer-label-715228' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177323[]' id='answer-id-715229' class='answer   answerof-177323 ' value='715229'   \/><label for='answer-id-715229' id='answer-label-715229' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-38' style=';'><div id='questionWrap-38'  class='   watupro-question-id-177324'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>38. <\/span>Reference and Master Data Management follow these guiding principles:<\/div><input type='hidden' name='question_id[]' id='qID_38' value='177324' \/><input type='hidden' id='answerType177324' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177324[]' id='answer-id-715230' class='answer   answerof-177324 ' value='715230'   \/><label for='answer-id-715230' id='answer-label-715230' class=' answer'><span>Quality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177324[]' id='answer-id-715231' class='answer   answerof-177324 ' value='715231'   \/><label for='answer-id-715231' id='answer-label-715231' class=' answer'><span>Stewardship<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177324[]' id='answer-id-715232' class='answer   answerof-177324 ' value='715232'   \/><label for='answer-id-715232' id='answer-label-715232' class=' answer'><span>Authority<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177324[]' id='answer-id-715233' class='answer   answerof-177324 ' value='715233'   \/><label for='answer-id-715233' id='answer-label-715233' class=' answer'><span>Ownership<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177324[]' id='answer-id-715234' class='answer   answerof-177324 ' value='715234'   \/><label for='answer-id-715234' id='answer-label-715234' class=' answer'><span>Exclusivity<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177324[]' id='answer-id-715235' class='answer   answerof-177324 ' value='715235'   \/><label for='answer-id-715235' id='answer-label-715235' class=' answer'><span>Inclusivity<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-39' style=';'><div id='questionWrap-39'  class='   watupro-question-id-177325'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>39. <\/span>Self-service is a fundamental delivery channel in the BI portfolio.<\/div><input type='hidden' name='question_id[]' id='qID_39' value='177325' \/><input type='hidden' id='answerType177325' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177325[]' id='answer-id-715236' class='answer   answerof-177325 ' value='715236'   \/><label for='answer-id-715236' id='answer-label-715236' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177325[]' id='answer-id-715237' class='answer   answerof-177325 ' value='715237'   \/><label for='answer-id-715237' id='answer-label-715237' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-40' style=';'><div id='questionWrap-40'  class='   watupro-question-id-177326'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>40. <\/span>The Shewhart chart contains the following elements:<\/div><input type='hidden' name='question_id[]' id='qID_40' value='177326' \/><input type='hidden' id='answerType177326' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177326[]' id='answer-id-715238' class='answer   answerof-177326 ' value='715238'   \/><label for='answer-id-715238' id='answer-label-715238' class=' answer'><span>Plan<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177326[]' id='answer-id-715239' class='answer   answerof-177326 ' value='715239'   \/><label for='answer-id-715239' id='answer-label-715239' class=' answer'><span>Utilization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177326[]' id='answer-id-715240' class='answer   answerof-177326 ' value='715240'   \/><label for='answer-id-715240' id='answer-label-715240' class=' answer'><span>Do<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177326[]' id='answer-id-715241' class='answer   answerof-177326 ' value='715241'   \/><label for='answer-id-715241' id='answer-label-715241' class=' answer'><span>Check<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177326[]' id='answer-id-715242' class='answer   answerof-177326 ' value='715242'   \/><label for='answer-id-715242' id='answer-label-715242' class=' answer'><span>Act<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177326[]' id='answer-id-715243' class='answer   answerof-177326 ' value='715243'   \/><label for='answer-id-715243' id='answer-label-715243' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-41' style=';'><div id='questionWrap-41'  class='   watupro-question-id-177327'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>41. <\/span>The warehouse has a set of storage areas, including:<\/div><input type='hidden' name='question_id[]' id='qID_41' value='177327' \/><input type='hidden' id='answerType177327' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177327[]' id='answer-id-715244' class='answer   answerof-177327 ' value='715244'   \/><label for='answer-id-715244' id='answer-label-715244' class=' answer'><span>Staging area<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177327[]' id='answer-id-715245' class='answer   answerof-177327 ' value='715245'   \/><label for='answer-id-715245' id='answer-label-715245' class=' answer'><span>Data marts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177327[]' id='answer-id-715246' class='answer   answerof-177327 ' value='715246'   \/><label for='answer-id-715246' id='answer-label-715246' class=' answer'><span>Consistent object attributes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177327[]' id='answer-id-715247' class='answer   answerof-177327 ' value='715247'   \/><label for='answer-id-715247' id='answer-label-715247' class=' answer'><span>Operational data store (ODS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177327[]' id='answer-id-715248' class='answer   answerof-177327 ' value='715248'   \/><label for='answer-id-715248' id='answer-label-715248' class=' answer'><span>Cubes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177327[]' id='answer-id-715249' class='answer   answerof-177327 ' value='715249'   \/><label for='answer-id-715249' id='answer-label-715249' class=' answer'><span>Central warehouse<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-42' style=';'><div id='questionWrap-42'  class='   watupro-question-id-177328'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>42. <\/span>Data quality management is a key capability of a data management practice and organization.<\/div><input type='hidden' name='question_id[]' id='qID_42' value='177328' \/><input type='hidden' id='answerType177328' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177328[]' id='answer-id-715250' class='answer   answerof-177328 ' value='715250'   \/><label for='answer-id-715250' id='answer-label-715250' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177328[]' id='answer-id-715251' class='answer   answerof-177328 ' value='715251'   \/><label for='answer-id-715251' id='answer-label-715251' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-43' style=';'><div id='questionWrap-43'  class='   watupro-question-id-177329'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>43. <\/span>Data and text mining use a range of techniques, including:<\/div><input type='hidden' name='question_id[]' id='qID_43' value='177329' \/><input type='hidden' id='answerType177329' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177329[]' id='answer-id-715252' class='answer   answerof-177329 ' value='715252'   \/><label for='answer-id-715252' id='answer-label-715252' class=' answer'><span>Profiling<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177329[]' id='answer-id-715253' class='answer   answerof-177329 ' value='715253'   \/><label for='answer-id-715253' id='answer-label-715253' class=' answer'><span>Application reduction<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177329[]' id='answer-id-715254' class='answer   answerof-177329 ' value='715254'   \/><label for='answer-id-715254' id='answer-label-715254' class=' answer'><span>Association<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177329[]' id='answer-id-715255' class='answer   answerof-177329 ' value='715255'   \/><label for='answer-id-715255' id='answer-label-715255' class=' answer'><span>Data reduction<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177329[]' id='answer-id-715256' class='answer   answerof-177329 ' value='715256'   \/><label for='answer-id-715256' id='answer-label-715256' class=' answer'><span>Clustering<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177329[]' id='answer-id-715257' class='answer   answerof-177329 ' value='715257'   \/><label for='answer-id-715257' id='answer-label-715257' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-44' style=';'><div id='questionWrap-44'  class='   watupro-question-id-177330'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>44. <\/span>Examples of technical metadata include:<\/div><input type='hidden' name='question_id[]' id='qID_44' value='177330' \/><input type='hidden' id='answerType177330' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177330[]' id='answer-id-715258' class='answer   answerof-177330 ' value='715258'   \/><label for='answer-id-715258' id='answer-label-715258' class=' answer'><span>Column Properties<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177330[]' id='answer-id-715259' class='answer   answerof-177330 ' value='715259'   \/><label for='answer-id-715259' id='answer-label-715259' class=' answer'><span>Access permissions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177330[]' id='answer-id-715260' class='answer   answerof-177330 ' value='715260'   \/><label for='answer-id-715260' id='answer-label-715260' class=' answer'><span>Internal<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177330[]' id='answer-id-715261' class='answer   answerof-177330 ' value='715261'   \/><label for='answer-id-715261' id='answer-label-715261' class=' answer'><span>Conceptual<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177330[]' id='answer-id-715262' class='answer   answerof-177330 ' value='715262'   \/><label for='answer-id-715262' id='answer-label-715262' class=' answer'><span>ETL job details<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-45' style=';'><div id='questionWrap-45'  class='   watupro-question-id-177331'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>45. <\/span>CMDB provide the capability to manage and maintain Metdata specifically related to the IT assets, the relationships among them, and contractual details of the assets.<\/div><input type='hidden' name='question_id[]' id='qID_45' value='177331' \/><input type='hidden' id='answerType177331' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177331[]' id='answer-id-715263' class='answer   answerof-177331 ' value='715263'   \/><label for='answer-id-715263' id='answer-label-715263' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177331[]' id='answer-id-715264' class='answer   answerof-177331 ' value='715264'   \/><label for='answer-id-715264' id='answer-label-715264' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-46' style=';'><div id='questionWrap-46'  class='   watupro-question-id-177332'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>46. <\/span>Data Warehouse describes the operational extract, cleansing, transformation, control and load processes that maintain the data in a data warehouse.<\/div><input type='hidden' name='question_id[]' id='qID_46' value='177332' \/><input type='hidden' id='answerType177332' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177332[]' id='answer-id-715265' class='answer   answerof-177332 ' value='715265'   \/><label for='answer-id-715265' id='answer-label-715265' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177332[]' id='answer-id-715266' class='answer   answerof-177332 ' value='715266'   \/><label for='answer-id-715266' id='answer-label-715266' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-47' style=';'><div id='questionWrap-47'  class='   watupro-question-id-177333'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>47. <\/span>Improving an organization\u2019s ethical behaviour requires an informal Organizational Change Management (OCM) process.<\/div><input type='hidden' name='question_id[]' id='qID_47' value='177333' \/><input type='hidden' id='answerType177333' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177333[]' id='answer-id-715267' class='answer   answerof-177333 ' value='715267'   \/><label for='answer-id-715267' id='answer-label-715267' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177333[]' id='answer-id-715268' class='answer   answerof-177333 ' value='715268'   \/><label for='answer-id-715268' id='answer-label-715268' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-48' style=';'><div id='questionWrap-48'  class='   watupro-question-id-177334'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>48. <\/span>Veracity refers to how difficult the data is to use or to integrate.<\/div><input type='hidden' name='question_id[]' id='qID_48' value='177334' \/><input type='hidden' id='answerType177334' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177334[]' id='answer-id-715269' class='answer   answerof-177334 ' value='715269'   \/><label for='answer-id-715269' id='answer-label-715269' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177334[]' id='answer-id-715270' class='answer   answerof-177334 ' value='715270'   \/><label for='answer-id-715270' id='answer-label-715270' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-49' style=';'><div id='questionWrap-49'  class='   watupro-question-id-177335'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>49. <\/span>Please select the correct General Accepted Information Principles:<\/div><input type='hidden' name='question_id[]' id='qID_49' value='177335' \/><input type='hidden' id='answerType177335' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177335[]' id='answer-id-715271' class='answer   answerof-177335 ' value='715271'   \/><label for='answer-id-715271' id='answer-label-715271' class=' answer'><span>Asset Principle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177335[]' id='answer-id-715272' class='answer   answerof-177335 ' value='715272'   \/><label for='answer-id-715272' id='answer-label-715272' class=' answer'><span>Audit Principle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177335[]' id='answer-id-715273' class='answer   answerof-177335 ' value='715273'   \/><label for='answer-id-715273' id='answer-label-715273' class=' answer'><span>Due Diligence Principle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177335[]' id='answer-id-715274' class='answer   answerof-177335 ' value='715274'   \/><label for='answer-id-715274' id='answer-label-715274' class=' answer'><span>Going Concern Principle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177335[]' id='answer-id-715275' class='answer   answerof-177335 ' value='715275'   \/><label for='answer-id-715275' id='answer-label-715275' class=' answer'><span>Ethical Principle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177335[]' id='answer-id-715276' class='answer   answerof-177335 ' value='715276'   \/><label for='answer-id-715276' id='answer-label-715276' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-50' style=';'><div id='questionWrap-50'  class='   watupro-question-id-177336'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>50. <\/span>Corporate Information Factory (CIF) components include:<\/div><input type='hidden' name='question_id[]' id='qID_50' value='177336' \/><input type='hidden' id='answerType177336' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177336[]' id='answer-id-715277' class='answer   answerof-177336 ' value='715277'   \/><label for='answer-id-715277' id='answer-label-715277' class=' answer'><span>Data marts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177336[]' id='answer-id-715278' class='answer   answerof-177336 ' value='715278'   \/><label for='answer-id-715278' id='answer-label-715278' class=' answer'><span>Objectives<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177336[]' id='answer-id-715279' class='answer   answerof-177336 ' value='715279'   \/><label for='answer-id-715279' id='answer-label-715279' class=' answer'><span>Operational Reports<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177336[]' id='answer-id-715280' class='answer   answerof-177336 ' value='715280'   \/><label for='answer-id-715280' id='answer-label-715280' class=' answer'><span>Reduction of risk<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177336[]' id='answer-id-715281' class='answer   answerof-177336 ' value='715281'   \/><label for='answer-id-715281' id='answer-label-715281' class=' answer'><span>Staging Area<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177336[]' id='answer-id-715282' class='answer   answerof-177336 ' value='715282'   \/><label for='answer-id-715282' id='answer-label-715282' class=' answer'><span>Contributions to business objectives<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-51' style=';'><div id='questionWrap-51'  class='   watupro-question-id-177337'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>51. <\/span>Inputs in the data quality context diagram include:<\/div><input type='hidden' name='question_id[]' id='qID_51' value='177337' \/><input type='hidden' id='answerType177337' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177337[]' id='answer-id-715283' class='answer   answerof-177337 ' value='715283'   \/><label for='answer-id-715283' id='answer-label-715283' class=' answer'><span>Data stores<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177337[]' id='answer-id-715284' class='answer   answerof-177337 ' value='715284'   \/><label for='answer-id-715284' id='answer-label-715284' class=' answer'><span>Data lakes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177337[]' id='answer-id-715285' class='answer   answerof-177337 ' value='715285'   \/><label for='answer-id-715285' id='answer-label-715285' class=' answer'><span>Business requirements<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177337[]' id='answer-id-715286' class='answer   answerof-177337 ' value='715286'   \/><label for='answer-id-715286' id='answer-label-715286' class=' answer'><span>Data quality expectations<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-52' style=';'><div id='questionWrap-52'  class='   watupro-question-id-177338'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>52. <\/span>The data warehouse and marts differ from that in applications as the data is organized by subject rather than function.<\/div><input type='hidden' name='question_id[]' id='qID_52' value='177338' \/><input type='hidden' id='answerType177338' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177338[]' id='answer-id-715287' class='answer   answerof-177338 ' value='715287'   \/><label for='answer-id-715287' id='answer-label-715287' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177338[]' id='answer-id-715288' class='answer   answerof-177338 ' value='715288'   \/><label for='answer-id-715288' id='answer-label-715288' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-53' style=';'><div id='questionWrap-53'  class='   watupro-question-id-177339'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>53. <\/span>A data dictionary is necessary to support the use of a DW.<\/div><input type='hidden' name='question_id[]' id='qID_53' value='177339' \/><input type='hidden' id='answerType177339' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177339[]' id='answer-id-715289' class='answer   answerof-177339 ' value='715289'   \/><label for='answer-id-715289' id='answer-label-715289' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177339[]' id='answer-id-715290' class='answer   answerof-177339 ' value='715290'   \/><label for='answer-id-715290' id='answer-label-715290' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-54' style=';'><div id='questionWrap-54'  class='   watupro-question-id-177340'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>54. <\/span>Architects seek to design in a way that brings value to an organisation. To reach these goals, data architects define and maintain specifications that:<\/div><input type='hidden' name='question_id[]' id='qID_54' value='177340' \/><input type='hidden' id='answerType177340' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177340[]' id='answer-id-715291' class='answer   answerof-177340 ' value='715291'   \/><label for='answer-id-715291' id='answer-label-715291' class=' answer'><span>Align data architecture with enterprise strategy and business architecture<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177340[]' id='answer-id-715292' class='answer   answerof-177340 ' value='715292'   \/><label for='answer-id-715292' id='answer-label-715292' class=' answer'><span>Provide a standard business vocabulary for data and components<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177340[]' id='answer-id-715293' class='answer   answerof-177340 ' value='715293'   \/><label for='answer-id-715293' id='answer-label-715293' class=' answer'><span>Outline high-level integrated designs to meet these requirements.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177340[]' id='answer-id-715294' class='answer   answerof-177340 ' value='715294'   \/><label for='answer-id-715294' id='answer-label-715294' class=' answer'><span>Integrate with overall enterprise architecture roadmap<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177340[]' id='answer-id-715295' class='answer   answerof-177340 ' value='715295'   \/><label for='answer-id-715295' id='answer-label-715295' class=' answer'><span>Define the current state of data in the organization.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177340[]' id='answer-id-715296' class='answer   answerof-177340 ' value='715296'   \/><label for='answer-id-715296' id='answer-label-715296' class=' answer'><span>Express strategic data requirements<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-55' style=';'><div id='questionWrap-55'  class='   watupro-question-id-177341'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>55. <\/span>A limitation of the centralized metadata repository approach is it may be less expensive.<\/div><input type='hidden' name='question_id[]' id='qID_55' value='177341' \/><input type='hidden' id='answerType177341' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177341[]' id='answer-id-715297' class='answer   answerof-177341 ' value='715297'   \/><label for='answer-id-715297' id='answer-label-715297' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177341[]' id='answer-id-715298' class='answer   answerof-177341 ' value='715298'   \/><label for='answer-id-715298' id='answer-label-715298' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-56' style=';'><div id='questionWrap-56'  class='   watupro-question-id-177342'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>56. <\/span>Big data primarily refers specifically to the volume of the data.<\/div><input type='hidden' name='question_id[]' id='qID_56' value='177342' \/><input type='hidden' id='answerType177342' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177342[]' id='answer-id-715299' class='answer   answerof-177342 ' value='715299'   \/><label for='answer-id-715299' id='answer-label-715299' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177342[]' id='answer-id-715300' class='answer   answerof-177342 ' value='715300'   \/><label for='answer-id-715300' id='answer-label-715300' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-57' style=';'><div id='questionWrap-57'  class='   watupro-question-id-177343'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>57. <\/span>The accuracy dimension has to do with the precision of data values.<\/div><input type='hidden' name='question_id[]' id='qID_57' value='177343' \/><input type='hidden' id='answerType177343' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177343[]' id='answer-id-715301' class='answer   answerof-177343 ' value='715301'   \/><label for='answer-id-715301' id='answer-label-715301' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177343[]' id='answer-id-715302' class='answer   answerof-177343 ' value='715302'   \/><label for='answer-id-715302' id='answer-label-715302' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-58' style=';'><div id='questionWrap-58'  class='   watupro-question-id-177344'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>58. <\/span>BI tool types include:<\/div><input type='hidden' name='question_id[]' id='qID_58' value='177344' \/><input type='hidden' id='answerType177344' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177344[]' id='answer-id-715303' class='answer   answerof-177344 ' value='715303'   \/><label for='answer-id-715303' id='answer-label-715303' class=' answer'><span>BPM<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177344[]' id='answer-id-715304' class='answer   answerof-177344 ' value='715304'   \/><label for='answer-id-715304' id='answer-label-715304' class=' answer'><span>Operational reporting<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177344[]' id='answer-id-715305' class='answer   answerof-177344 ' value='715305'   \/><label for='answer-id-715305' id='answer-label-715305' class=' answer'><span>Data lake extraction<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177344[]' id='answer-id-715306' class='answer   answerof-177344 ' value='715306'   \/><label for='answer-id-715306' id='answer-label-715306' class=' answer'><span>Diagnostic, self-service analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177344[]' id='answer-id-715307' class='answer   answerof-177344 ' value='715307'   \/><label for='answer-id-715307' id='answer-label-715307' class=' answer'><span>Descriptive, self-service analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177344[]' id='answer-id-715308' class='answer   answerof-177344 ' value='715308'   \/><label for='answer-id-715308' id='answer-label-715308' class=' answer'><span>Reduction of risk<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-59' style=';'><div id='questionWrap-59'  class='   watupro-question-id-177345'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>59. <\/span>The goals of Data Integration and Interoperability include:<\/div><input type='hidden' name='question_id[]' id='qID_59' value='177345' \/><input type='hidden' id='answerType177345' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177345[]' id='answer-id-715309' class='answer   answerof-177345 ' value='715309'   \/><label for='answer-id-715309' id='answer-label-715309' class=' answer'><span>Provide data securely, with regulatory compliance, in the format and timeframe needed.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177345[]' id='answer-id-715310' class='answer   answerof-177345 ' value='715310'   \/><label for='answer-id-715310' id='answer-label-715310' class=' answer'><span>Lower cost and complexity of managing solutions by developing shared models and interfaces.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177345[]' id='answer-id-715311' class='answer   answerof-177345 ' value='715311'   \/><label for='answer-id-715311' id='answer-label-715311' class=' answer'><span>Managing the availability of data throughout the data lifecycle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177345[]' id='answer-id-715312' class='answer   answerof-177345 ' value='715312'   \/><label for='answer-id-715312' id='answer-label-715312' class=' answer'><span>Provide the starting point for customizations, integration or even replacement of an application<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177345[]' id='answer-id-715313' class='answer   answerof-177345 ' value='715313'   \/><label for='answer-id-715313' id='answer-label-715313' class=' answer'><span>Identify meaningful events and automatically trigger alerts and actions.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177345[]' id='answer-id-715314' class='answer   answerof-177345 ' value='715314'   \/><label for='answer-id-715314' id='answer-label-715314' class=' answer'><span>Support business intelligence, analytics, master data management and operational efficiency efforts.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-60' style=';'><div id='questionWrap-60'  class='   watupro-question-id-177346'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>60. <\/span>The Belmont principles that may be adapted for Information Management disciplines, include:<\/div><input type='hidden' name='question_id[]' id='qID_60' value='177346' \/><input type='hidden' id='answerType177346' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177346[]' id='answer-id-715315' class='answer   answerof-177346 ' value='715315'   \/><label for='answer-id-715315' id='answer-label-715315' class=' answer'><span>Respect for Persons<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177346[]' id='answer-id-715316' class='answer   answerof-177346 ' value='715316'   \/><label for='answer-id-715316' id='answer-label-715316' class=' answer'><span>Respect for Machines<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177346[]' id='answer-id-715317' class='answer   answerof-177346 ' value='715317'   \/><label for='answer-id-715317' id='answer-label-715317' class=' answer'><span>Beneficence<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177346[]' id='answer-id-715318' class='answer   answerof-177346 ' value='715318'   \/><label for='answer-id-715318' id='answer-label-715318' class=' answer'><span>Criminality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177346[]' id='answer-id-715319' class='answer   answerof-177346 ' value='715319'   \/><label for='answer-id-715319' id='answer-label-715319' class=' answer'><span>Justice<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-61' style=';'><div id='questionWrap-61'  class='   watupro-question-id-177347'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>61. <\/span>Elements that point to differences between warehouses and operational systems include:<\/div><input type='hidden' name='question_id[]' id='qID_61' value='177347' \/><input type='hidden' id='answerType177347' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177347[]' id='answer-id-715320' class='answer   answerof-177347 ' value='715320'   \/><label for='answer-id-715320' id='answer-label-715320' class=' answer'><span>Historical<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177347[]' id='answer-id-715321' class='answer   answerof-177347 ' value='715321'   \/><label for='answer-id-715321' id='answer-label-715321' class=' answer'><span>Data security standards<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177347[]' id='answer-id-715322' class='answer   answerof-177347 ' value='715322'   \/><label for='answer-id-715322' id='answer-label-715322' class=' answer'><span>Subject-orientated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177347[]' id='answer-id-715323' class='answer   answerof-177347 ' value='715323'   \/><label for='answer-id-715323' id='answer-label-715323' class=' answer'><span>Non-volatile<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177347[]' id='answer-id-715324' class='answer   answerof-177347 ' value='715324'   \/><label for='answer-id-715324' id='answer-label-715324' class=' answer'><span>Data quality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177347[]' id='answer-id-715325' class='answer   answerof-177347 ' value='715325'   \/><label for='answer-id-715325' id='answer-label-715325' class=' answer'><span>Integrated<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-62' style=';'><div id='questionWrap-62'  class='   watupro-question-id-177348'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>62. <\/span>Please select the correct general cost and benefit categories that can be applied consistently within an organization.<\/div><input type='hidden' name='question_id[]' id='qID_62' value='177348' \/><input type='hidden' id='answerType177348' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177348[]' id='answer-id-715326' class='answer   answerof-177348 ' value='715326'   \/><label for='answer-id-715326' id='answer-label-715326' class=' answer'><span>Cost of erasing data from servers<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177348[]' id='answer-id-715327' class='answer   answerof-177348 ' value='715327'   \/><label for='answer-id-715327' id='answer-label-715327' class=' answer'><span>Cost of improving data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177348[]' id='answer-id-715328' class='answer   answerof-177348 ' value='715328'   \/><label for='answer-id-715328' id='answer-label-715328' class=' answer'><span>What the data could be sold for<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177348[]' id='answer-id-715329' class='answer   answerof-177348 ' value='715329'   \/><label for='answer-id-715329' id='answer-label-715329' class=' answer'><span>Benefit of higher quality data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177348[]' id='answer-id-715330' class='answer   answerof-177348 ' value='715330'   \/><label for='answer-id-715330' id='answer-label-715330' class=' answer'><span>Cost of replacing data if it were lost<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177348[]' id='answer-id-715331' class='answer   answerof-177348 ' value='715331'   \/><label for='answer-id-715331' id='answer-label-715331' class=' answer'><span>What competitors would pay for data<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-63' style=';'><div id='questionWrap-63'  class='   watupro-question-id-177349'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>63. <\/span>Please select correct term for the following sentence: An organization shall assign a senior executive to appropriate individuals, adopt policies and processes to guide staff and ensure program audibility.<\/div><input type='hidden' name='question_id[]' id='qID_63' value='177349' \/><input type='hidden' id='answerType177349' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177349[]' id='answer-id-715332' class='answer   answerof-177349 ' value='715332'   \/><label for='answer-id-715332' id='answer-label-715332' class=' answer'><span>Principle of integrity<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177349[]' id='answer-id-715333' class='answer   answerof-177349 ' value='715333'   \/><label for='answer-id-715333' id='answer-label-715333' class=' answer'><span>Principle of availability<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177349[]' id='answer-id-715334' class='answer   answerof-177349 ' value='715334'   \/><label for='answer-id-715334' id='answer-label-715334' class=' answer'><span>Principle of retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177349[]' id='answer-id-715335' class='answer   answerof-177349 ' value='715335'   \/><label for='answer-id-715335' id='answer-label-715335' class=' answer'><span>Principle of accountability<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-64' style=';'><div id='questionWrap-64'  class='   watupro-question-id-177350'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>64. <\/span>Please select the answers that correctly describes where the costs of poor quality data comes from.<\/div><input type='hidden' name='question_id[]' id='qID_64' value='177350' \/><input type='hidden' id='answerType177350' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177350[]' id='answer-id-715336' class='answer   answerof-177350 ' value='715336'   \/><label for='answer-id-715336' id='answer-label-715336' class=' answer'><span>Scrap and rework<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177350[]' id='answer-id-715337' class='answer   answerof-177350 ' value='715337'   \/><label for='answer-id-715337' id='answer-label-715337' class=' answer'><span>Organizational conflict<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177350[]' id='answer-id-715338' class='answer   answerof-177350 ' value='715338'   \/><label for='answer-id-715338' id='answer-label-715338' class=' answer'><span>High job satisfaction<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177350[]' id='answer-id-715339' class='answer   answerof-177350 ' value='715339'   \/><label for='answer-id-715339' id='answer-label-715339' class=' answer'><span>High productivity<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177350[]' id='answer-id-715340' class='answer   answerof-177350 ' value='715340'   \/><label for='answer-id-715340' id='answer-label-715340' class=' answer'><span>Reputational costs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177350[]' id='answer-id-715341' class='answer   answerof-177350 ' value='715341'   \/><label for='answer-id-715341' id='answer-label-715341' class=' answer'><span>Compliance costs<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-65' style=';'><div id='questionWrap-65'  class='   watupro-question-id-177351'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>65. <\/span>The implementation of a Data Warehouse should follow guiding principles, including:<\/div><input type='hidden' name='question_id[]' id='qID_65' value='177351' \/><input type='hidden' id='answerType177351' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177351[]' id='answer-id-715342' class='answer   answerof-177351 ' value='715342'   \/><label for='answer-id-715342' id='answer-label-715342' class=' answer'><span>Data Efficiency<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177351[]' id='answer-id-715343' class='answer   answerof-177351 ' value='715343'   \/><label for='answer-id-715343' id='answer-label-715343' class=' answer'><span>One size does not fit all<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177351[]' id='answer-id-715344' class='answer   answerof-177351 ' value='715344'   \/><label for='answer-id-715344' id='answer-label-715344' class=' answer'><span>Contracts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177351[]' id='answer-id-715345' class='answer   answerof-177351 ' value='715345'   \/><label for='answer-id-715345' id='answer-label-715345' class=' answer'><span>Focus on the business goals<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177351[]' id='answer-id-715346' class='answer   answerof-177351 ' value='715346'   \/><label for='answer-id-715346' id='answer-label-715346' class=' answer'><span>Start with the end in mind<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177351[]' id='answer-id-715347' class='answer   answerof-177351 ' value='715347'   \/><label for='answer-id-715347' id='answer-label-715347' class=' answer'><span>Collaborate<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-66' style=';'><div id='questionWrap-66'  class='   watupro-question-id-177352'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>66. <\/span>A \u2018Golden Record\u2019 means that it is always a 100% complete and accurate representation of all entities within the organization.<\/div><input type='hidden' name='question_id[]' id='qID_66' value='177352' \/><input type='hidden' id='answerType177352' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177352[]' id='answer-id-715348' class='answer   answerof-177352 ' value='715348'   \/><label for='answer-id-715348' id='answer-label-715348' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177352[]' id='answer-id-715349' class='answer   answerof-177352 ' value='715349'   \/><label for='answer-id-715349' id='answer-label-715349' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-67' style=';'><div id='questionWrap-67'  class='   watupro-question-id-177353'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>67. <\/span>Data quality issues cannot emerge at any point in the data lifecycle.<\/div><input type='hidden' name='question_id[]' id='qID_67' value='177353' \/><input type='hidden' id='answerType177353' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177353[]' id='answer-id-715350' class='answer   answerof-177353 ' value='715350'   \/><label for='answer-id-715350' id='answer-label-715350' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177353[]' id='answer-id-715351' class='answer   answerof-177353 ' value='715351'   \/><label for='answer-id-715351' id='answer-label-715351' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-68' style=';'><div id='questionWrap-68'  class='   watupro-question-id-177354'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>68. <\/span>SSD is the abbreviation for Solid State Dimension.<\/div><input type='hidden' name='question_id[]' id='qID_68' value='177354' \/><input type='hidden' id='answerType177354' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177354[]' id='answer-id-715352' class='answer   answerof-177354 ' value='715352'   \/><label for='answer-id-715352' id='answer-label-715352' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177354[]' id='answer-id-715353' class='answer   answerof-177354 ' value='715353'   \/><label for='answer-id-715353' id='answer-label-715353' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-69' style=';'><div id='questionWrap-69'  class='   watupro-question-id-177355'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>69. <\/span>Please select valid modelling schemes or notations<\/div><input type='hidden' name='question_id[]' id='qID_69' value='177355' \/><input type='hidden' id='answerType177355' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177355[]' id='answer-id-715354' class='answer   answerof-177355 ' value='715354'   \/><label for='answer-id-715354' id='answer-label-715354' class=' answer'><span>NoSQL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177355[]' id='answer-id-715355' class='answer   answerof-177355 ' value='715355'   \/><label for='answer-id-715355' id='answer-label-715355' class=' answer'><span>Dimensional<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177355[]' id='answer-id-715356' class='answer   answerof-177355 ' value='715356'   \/><label for='answer-id-715356' id='answer-label-715356' class=' answer'><span>Relational<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177355[]' id='answer-id-715357' class='answer   answerof-177355 ' value='715357'   \/><label for='answer-id-715357' id='answer-label-715357' class=' answer'><span>Object-orientated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177355[]' id='answer-id-715358' class='answer   answerof-177355 ' value='715358'   \/><label for='answer-id-715358' id='answer-label-715358' class=' answer'><span>Fact-based<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177355[]' id='answer-id-715359' class='answer   answerof-177355 ' value='715359'   \/><label for='answer-id-715359' id='answer-label-715359' class=' answer'><span>Matrix-based<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-70' style=';'><div id='questionWrap-70'  class='   watupro-question-id-177356'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>70. <\/span>Consistent input data reduces the chance of errors in associating records. Preparation processes include:<\/div><input type='hidden' name='question_id[]' id='qID_70' value='177356' \/><input type='hidden' id='answerType177356' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177356[]' id='answer-id-715360' class='answer   answerof-177356 ' value='715360'   \/><label for='answer-id-715360' id='answer-label-715360' class=' answer'><span>Standardization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177356[]' id='answer-id-715361' class='answer   answerof-177356 ' value='715361'   \/><label for='answer-id-715361' id='answer-label-715361' class=' answer'><span>Enrichment CValidation<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177356[]' id='answer-id-715362' class='answer   answerof-177356 ' value='715362'   \/><label for='answer-id-715362' id='answer-label-715362' class=' answer'><span>Database management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-71' style=';'><div id='questionWrap-71'  class='   watupro-question-id-177357'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>71. <\/span>Confirming and documenting understanding of different perspectives facilitate:<\/div><input type='hidden' name='question_id[]' id='qID_71' value='177357' \/><input type='hidden' id='answerType177357' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177357[]' id='answer-id-715363' class='answer   answerof-177357 ' value='715363'   \/><label for='answer-id-715363' id='answer-label-715363' class=' answer'><span>Formalization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177357[]' id='answer-id-715364' class='answer   answerof-177357 ' value='715364'   \/><label for='answer-id-715364' id='answer-label-715364' class=' answer'><span>Normalization<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177357[]' id='answer-id-715365' class='answer   answerof-177357 ' value='715365'   \/><label for='answer-id-715365' id='answer-label-715365' class=' answer'><span>Scope definition<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177357[]' id='answer-id-715366' class='answer   answerof-177357 ' value='715366'   \/><label for='answer-id-715366' id='answer-label-715366' class=' answer'><span>Knowledge retention\/documentation<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-72' style=';'><div id='questionWrap-72'  class='   watupro-question-id-177358'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>72. <\/span>The first two steps in the data science process are:<\/div><input type='hidden' name='question_id[]' id='qID_72' value='177358' \/><input type='hidden' id='answerType177358' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177358[]' id='answer-id-715367' class='answer   answerof-177358 ' value='715367'   \/><label for='answer-id-715367' id='answer-label-715367' class=' answer'><span>Define Big Data data strategy &amp; Business Need(s)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177358[]' id='answer-id-715368' class='answer   answerof-177358 ' value='715368'   \/><label for='answer-id-715368' id='answer-label-715368' class=' answer'><span>Choose Data Sources<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177358[]' id='answer-id-715369' class='answer   answerof-177358 ' value='715369'   \/><label for='answer-id-715369' id='answer-label-715369' class=' answer'><span>Develop Data Science Hypotheses and Mehods<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177358[]' id='answer-id-715370' class='answer   answerof-177358 ' value='715370'   \/><label for='answer-id-715370' id='answer-label-715370' class=' answer'><span>Acquire &amp; Ingest Data source(s)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-73' style=';'><div id='questionWrap-73'  class='   watupro-question-id-177359'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>73. <\/span>DBAs and database architects combine their knowledge of available tools with the business requirements in order to suggest the best possible application of technology to meet organizational goals.<\/div><input type='hidden' name='question_id[]' id='qID_73' value='177359' \/><input type='hidden' id='answerType177359' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177359[]' id='answer-id-715371' class='answer   answerof-177359 ' value='715371'   \/><label for='answer-id-715371' id='answer-label-715371' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177359[]' id='answer-id-715372' class='answer   answerof-177359 ' value='715372'   \/><label for='answer-id-715372' id='answer-label-715372' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-74' style=';'><div id='questionWrap-74'  class='   watupro-question-id-177360'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>74. <\/span>A synonym for transformation in ETL is mapping. Mapping is the process of developing the lookup matrix from source to target structures, but not the result of the process.<\/div><input type='hidden' name='question_id[]' id='qID_74' value='177360' \/><input type='hidden' id='answerType177360' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177360[]' id='answer-id-715373' class='answer   answerof-177360 ' value='715373'   \/><label for='answer-id-715373' id='answer-label-715373' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177360[]' id='answer-id-715374' class='answer   answerof-177360 ' value='715374'   \/><label for='answer-id-715374' id='answer-label-715374' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-75' style=';'><div id='questionWrap-75'  class='   watupro-question-id-177361'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>75. <\/span>Temporal aspects usually include:<\/div><input type='hidden' name='question_id[]' id='qID_75' value='177361' \/><input type='hidden' id='answerType177361' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177361[]' id='answer-id-715375' class='answer   answerof-177361 ' value='715375'   \/><label for='answer-id-715375' id='answer-label-715375' class=' answer'><span>Valid time<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177361[]' id='answer-id-715376' class='answer   answerof-177361 ' value='715376'   \/><label for='answer-id-715376' id='answer-label-715376' class=' answer'><span>Transmitting time<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177361[]' id='answer-id-715377' class='answer   answerof-177361 ' value='715377'   \/><label for='answer-id-715377' id='answer-label-715377' class=' answer'><span>Transaction time<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177361[]' id='answer-id-715378' class='answer   answerof-177361 ' value='715378'   \/><label for='answer-id-715378' id='answer-label-715378' class=' answer'><span>Value time<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-76' style=';'><div id='questionWrap-76'  class='   watupro-question-id-177362'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>76. <\/span>Three data governance operating models types include:<\/div><input type='hidden' name='question_id[]' id='qID_76' value='177362' \/><input type='hidden' id='answerType177362' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177362[]' id='answer-id-715379' class='answer   answerof-177362 ' value='715379'   \/><label for='answer-id-715379' id='answer-label-715379' class=' answer'><span>Centralized<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177362[]' id='answer-id-715380' class='answer   answerof-177362 ' value='715380'   \/><label for='answer-id-715380' id='answer-label-715380' class=' answer'><span>Decentralized<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177362[]' id='answer-id-715381' class='answer   answerof-177362 ' value='715381'   \/><label for='answer-id-715381' id='answer-label-715381' class=' answer'><span>Feathered<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177362[]' id='answer-id-715382' class='answer   answerof-177362 ' value='715382'   \/><label for='answer-id-715382' id='answer-label-715382' class=' answer'><span>Federated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177362[]' id='answer-id-715383' class='answer   answerof-177362 ' value='715383'   \/><label for='answer-id-715383' id='answer-label-715383' class=' answer'><span>Replicated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177362[]' id='answer-id-715384' class='answer   answerof-177362 ' value='715384'   \/><label for='answer-id-715384' id='answer-label-715384' class=' answer'><span>Duplicated<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-77' style=';'><div id='questionWrap-77'  class='   watupro-question-id-177363'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>77. <\/span>CMA is an abbreviation for Capability Maturity Assessment.<\/div><input type='hidden' name='question_id[]' id='qID_77' value='177363' \/><input type='hidden' id='answerType177363' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177363[]' id='answer-id-715385' class='answer   answerof-177363 ' value='715385'   \/><label for='answer-id-715385' id='answer-label-715385' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177363[]' id='answer-id-715386' class='answer   answerof-177363 ' value='715386'   \/><label for='answer-id-715386' id='answer-label-715386' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-78' style=';'><div id='questionWrap-78'  class='   watupro-question-id-177364'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>78. <\/span>Business people must be fully engaged in order to realize benefits from the advanced analytics.<\/div><input type='hidden' name='question_id[]' id='qID_78' value='177364' \/><input type='hidden' id='answerType177364' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177364[]' id='answer-id-715387' class='answer   answerof-177364 ' value='715387'   \/><label for='answer-id-715387' id='answer-label-715387' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177364[]' id='answer-id-715388' class='answer   answerof-177364 ' value='715388'   \/><label for='answer-id-715388' id='answer-label-715388' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-79' style=';'><div id='questionWrap-79'  class='   watupro-question-id-177365'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>79. <\/span>As an often-overlooked aspects of basic data movement architecture, Process controls include:<\/div><input type='hidden' name='question_id[]' id='qID_79' value='177365' \/><input type='hidden' id='answerType177365' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177365[]' id='answer-id-715389' class='answer   answerof-177365 ' value='715389'   \/><label for='answer-id-715389' id='answer-label-715389' class=' answer'><span>Consistency logging<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177365[]' id='answer-id-715390' class='answer   answerof-177365 ' value='715390'   \/><label for='answer-id-715390' id='answer-label-715390' class=' answer'><span>Exception logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177365[]' id='answer-id-715391' class='answer   answerof-177365 ' value='715391'   \/><label for='answer-id-715391' id='answer-label-715391' class=' answer'><span>Database activity logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177365[]' id='answer-id-715392' class='answer   answerof-177365 ' value='715392'   \/><label for='answer-id-715392' id='answer-label-715392' class=' answer'><span>Alerts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177365[]' id='answer-id-715393' class='answer   answerof-177365 ' value='715393'   \/><label for='answer-id-715393' id='answer-label-715393' class=' answer'><span>Exception logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177365[]' id='answer-id-715394' class='answer   answerof-177365 ' value='715394'   \/><label for='answer-id-715394' id='answer-label-715394' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-80' style=';'><div id='questionWrap-80'  class='   watupro-question-id-177366'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>80. <\/span>There are several reasons to denormalize data. The first is to improve performance by:<\/div><input type='hidden' name='question_id[]' id='qID_80' value='177366' \/><input type='hidden' id='answerType177366' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177366[]' id='answer-id-715395' class='answer   answerof-177366 ' value='715395'   \/><label for='answer-id-715395' id='answer-label-715395' class=' answer'><span>Creating smaller copies of fata to reduce costly run-time calculations and\/or table scans of large tables.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177366[]' id='answer-id-715396' class='answer   answerof-177366 ' value='715396'   \/><label for='answer-id-715396' id='answer-label-715396' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177366[]' id='answer-id-715397' class='answer   answerof-177366 ' value='715397'   \/><label for='answer-id-715397' id='answer-label-715397' class=' answer'><span>Pre-calculating and sorting costly data calculations to avoid runt-time system resource competition.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177366[]' id='answer-id-715398' class='answer   answerof-177366 ' value='715398'   \/><label for='answer-id-715398' id='answer-label-715398' class=' answer'><span>Making tables more readable when no foreign key exists<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177366[]' id='answer-id-715399' class='answer   answerof-177366 ' value='715399'   \/><label for='answer-id-715399' id='answer-label-715399' class=' answer'><span>Combining data from multiple other tables in advance to avoid costly run-time joins<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177366[]' id='answer-id-715400' class='answer   answerof-177366 ' value='715400'   \/><label for='answer-id-715400' id='answer-label-715400' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-81' style=';'><div id='questionWrap-81'  class='   watupro-question-id-177367'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>81. <\/span>Vulnerability is defined as:<\/div><input type='hidden' name='question_id[]' id='qID_81' value='177367' \/><input type='hidden' id='answerType177367' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177367[]' id='answer-id-715401' class='answer   answerof-177367 ' value='715401'   \/><label for='answer-id-715401' id='answer-label-715401' class=' answer'><span>a patch in a system that allows it to be successfully unpatched and compromised.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177367[]' id='answer-id-715402' class='answer   answerof-177367 ' value='715402'   \/><label for='answer-id-715402' id='answer-label-715402' class=' answer'><span>being highly data risk rated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177367[]' id='answer-id-715403' class='answer   answerof-177367 ' value='715403'   \/><label for='answer-id-715403' id='answer-label-715403' class=' answer'><span>a strength in a system that allows external stakeholders to view data records.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177367[]' id='answer-id-715404' class='answer   answerof-177367 ' value='715404'   \/><label for='answer-id-715404' id='answer-label-715404' class=' answer'><span>a weakness or defect in a system that allows it to be successfully attacked and compromised.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-82' style=';'><div id='questionWrap-82'  class='   watupro-question-id-177368'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>82. <\/span>Data security issues, breaches and unwarranted restrictions on employee access to data cannot directly impact operational success.<\/div><input type='hidden' name='question_id[]' id='qID_82' value='177368' \/><input type='hidden' id='answerType177368' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177368[]' id='answer-id-715405' class='answer   answerof-177368 ' value='715405'   \/><label for='answer-id-715405' id='answer-label-715405' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177368[]' id='answer-id-715406' class='answer   answerof-177368 ' value='715406'   \/><label for='answer-id-715406' id='answer-label-715406' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-83' style=';'><div id='questionWrap-83'  class='   watupro-question-id-177369'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>83. <\/span>Some document management systems have a module that may support different types of workflows such as:<\/div><input type='hidden' name='question_id[]' id='qID_83' value='177369' \/><input type='hidden' id='answerType177369' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177369[]' id='answer-id-715407' class='answer   answerof-177369 ' value='715407'   \/><label for='answer-id-715407' id='answer-label-715407' class=' answer'><span>Quality Assurance Testing (QA)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177369[]' id='answer-id-715408' class='answer   answerof-177369 ' value='715408'   \/><label for='answer-id-715408' id='answer-label-715408' class=' answer'><span>Manual workflows that indicate where the user send the document<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177369[]' id='answer-id-715409' class='answer   answerof-177369 ' value='715409'   \/><label for='answer-id-715409' id='answer-label-715409' class=' answer'><span>User Acceptance Testing (UAT)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177369[]' id='answer-id-715410' class='answer   answerof-177369 ' value='715410'   \/><label for='answer-id-715410' id='answer-label-715410' class=' answer'><span>Dynamic rules that allow for different workflows based on content<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177369[]' id='answer-id-715411' class='answer   answerof-177369 ' value='715411'   \/><label for='answer-id-715411' id='answer-label-715411' class=' answer'><span>All of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177369[]' id='answer-id-715412' class='answer   answerof-177369 ' value='715412'   \/><label for='answer-id-715412' id='answer-label-715412' class=' answer'><span>None of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-84' style=';'><div id='questionWrap-84'  class='   watupro-question-id-177370'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>84. <\/span>Within the Data Handling Ethics Context Diagram a key deliverable is the Ethical Data Handling Strategy.<\/div><input type='hidden' name='question_id[]' id='qID_84' value='177370' \/><input type='hidden' id='answerType177370' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177370[]' id='answer-id-715413' class='answer   answerof-177370 ' value='715413'   \/><label for='answer-id-715413' id='answer-label-715413' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177370[]' id='answer-id-715414' class='answer   answerof-177370 ' value='715414'   \/><label for='answer-id-715414' id='answer-label-715414' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-85' style=';'><div id='questionWrap-85'  class='   watupro-question-id-177371'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>85. <\/span>With reliable Metadata an organization does not know what data it has, what the data represents and how it moves through the systems, who has access to it, or what it means for the data to be of high quality.<\/div><input type='hidden' name='question_id[]' id='qID_85' value='177371' \/><input type='hidden' id='answerType177371' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177371[]' id='answer-id-715415' class='answer   answerof-177371 ' value='715415'   \/><label for='answer-id-715415' id='answer-label-715415' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177371[]' id='answer-id-715416' class='answer   answerof-177371 ' value='715416'   \/><label for='answer-id-715416' id='answer-label-715416' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-86' style=';'><div id='questionWrap-86'  class='   watupro-question-id-177372'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>86. <\/span>The deliverables in the data architecture context diagram include:<\/div><input type='hidden' name='question_id[]' id='qID_86' value='177372' \/><input type='hidden' id='answerType177372' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177372[]' id='answer-id-715417' class='answer   answerof-177372 ' value='715417'   \/><label for='answer-id-715417' id='answer-label-715417' class=' answer'><span>Data flows<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177372[]' id='answer-id-715418' class='answer   answerof-177372 ' value='715418'   \/><label for='answer-id-715418' id='answer-label-715418' class=' answer'><span>Enterprise data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177372[]' id='answer-id-715419' class='answer   answerof-177372 ' value='715419'   \/><label for='answer-id-715419' id='answer-label-715419' class=' answer'><span>Implementation roadmap<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177372[]' id='answer-id-715420' class='answer   answerof-177372 ' value='715420'   \/><label for='answer-id-715420' id='answer-label-715420' class=' answer'><span>Data Value Chains<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177372[]' id='answer-id-715421' class='answer   answerof-177372 ' value='715421'   \/><label for='answer-id-715421' id='answer-label-715421' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177372[]' id='answer-id-715422' class='answer   answerof-177372 ' value='715422'   \/><label for='answer-id-715422' id='answer-label-715422' class=' answer'><span>All of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-87' style=';'><div id='questionWrap-87'  class='   watupro-question-id-177373'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>87. <\/span>The primary goal of data management capability assessment is to evaluate the current state of critical data management activities in order to plan for improvement.<\/div><input type='hidden' name='question_id[]' id='qID_87' value='177373' \/><input type='hidden' id='answerType177373' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177373[]' id='answer-id-715423' class='answer   answerof-177373 ' value='715423'   \/><label for='answer-id-715423' id='answer-label-715423' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177373[]' id='answer-id-715424' class='answer   answerof-177373 ' value='715424'   \/><label for='answer-id-715424' id='answer-label-715424' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-88' style=';'><div id='questionWrap-88'  class='   watupro-question-id-177374'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>88. <\/span>Master data management includes several basic steps, which include: Develop rules for accurately matching and merging entity instances.<\/div><input type='hidden' name='question_id[]' id='qID_88' value='177374' \/><input type='hidden' id='answerType177374' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177374[]' id='answer-id-715425' class='answer   answerof-177374 ' value='715425'   \/><label for='answer-id-715425' id='answer-label-715425' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177374[]' id='answer-id-715426' class='answer   answerof-177374 ' value='715426'   \/><label for='answer-id-715426' id='answer-label-715426' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-89' style=';'><div id='questionWrap-89'  class='   watupro-question-id-177375'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>89. <\/span>The four main types of NoSQL databases are:<\/div><input type='hidden' name='question_id[]' id='qID_89' value='177375' \/><input type='hidden' id='answerType177375' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177375[]' id='answer-id-715427' class='answer   answerof-177375 ' value='715427'   \/><label for='answer-id-715427' id='answer-label-715427' class=' answer'><span>Document<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177375[]' id='answer-id-715428' class='answer   answerof-177375 ' value='715428'   \/><label for='answer-id-715428' id='answer-label-715428' class=' answer'><span>Row-orientated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177375[]' id='answer-id-715429' class='answer   answerof-177375 ' value='715429'   \/><label for='answer-id-715429' id='answer-label-715429' class=' answer'><span>Graph<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177375[]' id='answer-id-715430' class='answer   answerof-177375 ' value='715430'   \/><label for='answer-id-715430' id='answer-label-715430' class=' answer'><span>Strategic<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177375[]' id='answer-id-715431' class='answer   answerof-177375 ' value='715431'   \/><label for='answer-id-715431' id='answer-label-715431' class=' answer'><span>Key-value<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177375[]' id='answer-id-715432' class='answer   answerof-177375 ' value='715432'   \/><label for='answer-id-715432' id='answer-label-715432' class=' answer'><span>Column-orientated<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-90' style=';'><div id='questionWrap-90'  class='   watupro-question-id-177376'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>90. <\/span>The most common drivers for initiating a Mater Data Management Program are:<\/div><input type='hidden' name='question_id[]' id='qID_90' value='177376' \/><input type='hidden' id='answerType177376' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177376[]' id='answer-id-715433' class='answer   answerof-177376 ' value='715433'   \/><label for='answer-id-715433' id='answer-label-715433' class=' answer'><span>Metadata insecurity<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177376[]' id='answer-id-715434' class='answer   answerof-177376 ' value='715434'   \/><label for='answer-id-715434' id='answer-label-715434' class=' answer'><span>Managing data quality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177376[]' id='answer-id-715435' class='answer   answerof-177376 ' value='715435'   \/><label for='answer-id-715435' id='answer-label-715435' class=' answer'><span>Reducing risk<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177376[]' id='answer-id-715436' class='answer   answerof-177376 ' value='715436'   \/><label for='answer-id-715436' id='answer-label-715436' class=' answer'><span>Managing the costs of data integration<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177376[]' id='answer-id-715437' class='answer   answerof-177376 ' value='715437'   \/><label for='answer-id-715437' id='answer-label-715437' class=' answer'><span>Meeting organizational data requirements<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177376[]' id='answer-id-715438' class='answer   answerof-177376 ' value='715438'   \/><label for='answer-id-715438' id='answer-label-715438' class=' answer'><span>Reducing latency<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-91' style=';'><div id='questionWrap-91'  class='   watupro-question-id-177377'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>91. <\/span>The implementation of a Data Warehouse should follow these guiding principles:<\/div><input type='hidden' name='question_id[]' id='qID_91' value='177377' \/><input type='hidden' id='answerType177377' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177377[]' id='answer-id-715439' class='answer   answerof-177377 ' value='715439'   \/><label for='answer-id-715439' id='answer-label-715439' class=' answer'><span>Managing performance of data assets<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177377[]' id='answer-id-715440' class='answer   answerof-177377 ' value='715440'   \/><label for='answer-id-715440' id='answer-label-715440' class=' answer'><span>Focus on the business goals<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177377[]' id='answer-id-715441' class='answer   answerof-177377 ' value='715441'   \/><label for='answer-id-715441' id='answer-label-715441' class=' answer'><span>Managing the availability of data throughout the data lifecycle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177377[]' id='answer-id-715442' class='answer   answerof-177377 ' value='715442'   \/><label for='answer-id-715442' id='answer-label-715442' class=' answer'><span>Start with the end in mind<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177377[]' id='answer-id-715443' class='answer   answerof-177377 ' value='715443'   \/><label for='answer-id-715443' id='answer-label-715443' class=' answer'><span>Managing the performance of data transactions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177377[]' id='answer-id-715444' class='answer   answerof-177377 ' value='715444'   \/><label for='answer-id-715444' id='answer-label-715444' class=' answer'><span>Collaborate<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-92' style=';'><div id='questionWrap-92'  class='   watupro-question-id-177378'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>92. <\/span>Data architect: A senior analyst responsible for data architecture and data integration.<\/div><input type='hidden' name='question_id[]' id='qID_92' value='177378' \/><input type='hidden' id='answerType177378' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177378[]' id='answer-id-715445' class='answer   answerof-177378 ' value='715445'   \/><label for='answer-id-715445' id='answer-label-715445' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177378[]' id='answer-id-715446' class='answer   answerof-177378 ' value='715446'   \/><label for='answer-id-715446' id='answer-label-715446' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-93' style=';'><div id='questionWrap-93'  class='   watupro-question-id-177379'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>93. <\/span>A Data Management Maturity Assessment (DMMA) can be used to evaluate data management overall, or it can be used to focus on a single Knowledge Area or even a single process.<\/div><input type='hidden' name='question_id[]' id='qID_93' value='177379' \/><input type='hidden' id='answerType177379' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177379[]' id='answer-id-715447' class='answer   answerof-177379 ' value='715447'   \/><label for='answer-id-715447' id='answer-label-715447' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177379[]' id='answer-id-715448' class='answer   answerof-177379 ' value='715448'   \/><label for='answer-id-715448' id='answer-label-715448' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-94' style=';'><div id='questionWrap-94'  class='   watupro-question-id-177380'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>94. <\/span>Key processing steps for MDM include:<\/div><input type='hidden' name='question_id[]' id='qID_94' value='177380' \/><input type='hidden' id='answerType177380' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177380[]' id='answer-id-715449' class='answer   answerof-177380 ' value='715449'   \/><label for='answer-id-715449' id='answer-label-715449' class=' answer'><span>Data model management<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177380[]' id='answer-id-715450' class='answer   answerof-177380 ' value='715450'   \/><label for='answer-id-715450' id='answer-label-715450' class=' answer'><span>Data acquisition<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177380[]' id='answer-id-715451' class='answer   answerof-177380 ' value='715451'   \/><label for='answer-id-715451' id='answer-label-715451' class=' answer'><span>Data validation, standardization and enrichment<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177380[]' id='answer-id-715452' class='answer   answerof-177380 ' value='715452'   \/><label for='answer-id-715452' id='answer-label-715452' class=' answer'><span>Entity resolution<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177380[]' id='answer-id-715453' class='answer   answerof-177380 ' value='715453'   \/><label for='answer-id-715453' id='answer-label-715453' class=' answer'><span>Data sharing and stewardship<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177380[]' id='answer-id-715454' class='answer   answerof-177380 ' value='715454'   \/><label for='answer-id-715454' id='answer-label-715454' class=' answer'><span>None of the above<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-95' style=';'><div id='questionWrap-95'  class='   watupro-question-id-177381'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>95. <\/span>The database administrator (DBA) is the most established and the most widely adopted data professional role.<\/div><input type='hidden' name='question_id[]' id='qID_95' value='177381' \/><input type='hidden' id='answerType177381' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177381[]' id='answer-id-715455' class='answer   answerof-177381 ' value='715455'   \/><label for='answer-id-715455' id='answer-label-715455' class=' answer'><span>TRUE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177381[]' id='answer-id-715456' class='answer   answerof-177381 ' value='715456'   \/><label for='answer-id-715456' id='answer-label-715456' class=' answer'><span>FALSE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-96' style=';'><div id='questionWrap-96'  class='   watupro-question-id-177382'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>96. <\/span>The operational data quality management procedures depend on the ability to measure and monitor the applicability of data.<\/div><input type='hidden' name='question_id[]' id='qID_96' value='177382' \/><input type='hidden' id='answerType177382' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177382[]' id='answer-id-715457' class='answer   answerof-177382 ' value='715457'   \/><label for='answer-id-715457' id='answer-label-715457' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177382[]' id='answer-id-715458' class='answer   answerof-177382 ' value='715458'   \/><label for='answer-id-715458' id='answer-label-715458' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-97' style=';'><div id='questionWrap-97'  class='   watupro-question-id-177383'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>97. <\/span>Advantages if a centralized metadata repository include:<\/div><input type='hidden' name='question_id[]' id='qID_97' value='177383' \/><input type='hidden' id='answerType177383' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177383[]' id='answer-id-715459' class='answer   answerof-177383 ' value='715459'   \/><label for='answer-id-715459' id='answer-label-715459' class=' answer'><span>Quick metadata retrieval<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177383[]' id='answer-id-715460' class='answer   answerof-177383 ' value='715460'   \/><label for='answer-id-715460' id='answer-label-715460' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177383[]' id='answer-id-715461' class='answer   answerof-177383 ' value='715461'   \/><label for='answer-id-715461' id='answer-label-715461' class=' answer'><span>Combining data from multiple other tables in advance to avoid costly run-time joins<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177383[]' id='answer-id-715462' class='answer   answerof-177383 ' value='715462'   \/><label for='answer-id-715462' id='answer-label-715462' class=' answer'><span>All of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177383[]' id='answer-id-715463' class='answer   answerof-177383 ' value='715463'   \/><label for='answer-id-715463' id='answer-label-715463' class=' answer'><span>High availability<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177383[]' id='answer-id-715464' class='answer   answerof-177383 ' value='715464'   \/><label for='answer-id-715464' id='answer-label-715464' class=' answer'><span>Low latency, since it is independent of the source systems<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-98' style=';'><div id='questionWrap-98'  class='   watupro-question-id-177384'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>98. <\/span>A goal of a Reference and Master Data Management program include enabling master and reference data to be shared across enterprise functions and applications.<\/div><input type='hidden' name='question_id[]' id='qID_98' value='177384' \/><input type='hidden' id='answerType177384' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177384[]' id='answer-id-715465' class='answer   answerof-177384 ' value='715465'   \/><label for='answer-id-715465' id='answer-label-715465' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177384[]' id='answer-id-715466' class='answer   answerof-177384 ' value='715466'   \/><label for='answer-id-715466' id='answer-label-715466' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-99' style=';'><div id='questionWrap-99'  class='   watupro-question-id-177385'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>99. <\/span>Data professionals involved in Business Intelligence, analytics and Data Science are often responsible for data that describes: who people are; what people do; where people live; and how people are treated. The data can be misused and counteract the principles underlying data ethics.<\/div><input type='hidden' name='question_id[]' id='qID_99' value='177385' \/><input type='hidden' id='answerType177385' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177385[]' id='answer-id-715467' class='answer   answerof-177385 ' value='715467'   \/><label for='answer-id-715467' id='answer-label-715467' class=' answer'><span>FALSE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-177385[]' id='answer-id-715468' class='answer   answerof-177385 ' value='715468'   \/><label for='answer-id-715468' id='answer-label-715468' class=' answer'><span>TRUE<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-100' style=';'><div id='questionWrap-100'  class='   watupro-question-id-177386'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>100. <\/span>Small reference data value sets in the logical data model can be implemented in a physical model in three common ways:<\/div><input type='hidden' name='question_id[]' id='qID_100' value='177386' \/><input type='hidden' id='answerType177386' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177386[]' id='answer-id-715469' class='answer   answerof-177386 ' value='715469'   \/><label for='answer-id-715469' id='answer-label-715469' class=' answer'><span>Create a matching separate code table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177386[]' id='answer-id-715470' class='answer   answerof-177386 ' value='715470'   \/><label for='answer-id-715470' id='answer-label-715470' class=' answer'><span>Create a master shared code table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177386[]' id='answer-id-715471' class='answer   answerof-177386 ' value='715471'   \/><label for='answer-id-715471' id='answer-label-715471' class=' answer'><span>None of the above<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177386[]' id='answer-id-715472' class='answer   answerof-177386 ' value='715472'   \/><label for='answer-id-715472' id='answer-label-715472' class=' answer'><span>Program integration by joining tables<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177386[]' id='answer-id-715473' class='answer   answerof-177386 ' value='715473'   \/><label for='answer-id-715473' id='answer-label-715473' class=' answer'><span>Embed rules or valid codes into the appropriate object\u2019s definition.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-177386[]' id='answer-id-715474' class='answer   answerof-177386 ' value='715474'   \/><label for='answer-id-715474' id='answer-label-715474' class=' answer'><span>Roadmap Development<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-101'>\n\t<div class='question-content'>\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading...\" title=\"Loading...\" \/>&nbsp;Loading...\t<\/div>\n<\/div>\n\n<br \/>\n\t\n\t\t\t<div class=\"watupro_buttons flex \" id=\"watuPROButtons5389\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; Previous\" onclick=\"WatuPRO.nextQuestion(event, 'previous');\"\/><\/div>\t\t  \t\t  \t\t   \n\t\t   \t  \t\t<div><input type=\"button\" name=\"action\" class=\"watupro-submit-button\" onclick=\"WatuPRO.submitResult(event)\" id=\"action-button\" value=\"View Results\"  \/>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t<input type=\"hidden\" name=\"quiz_id\" value=\"5389\" id=\"watuPROExamID\"\/>\n\t<input type=\"hidden\" name=\"start_time\" id=\"startTime\" value=\"2026-05-08 16:07:32\" \/>\n\t<input type=\"hidden\" name=\"start_timestamp\" id=\"startTimeStamp\" value=\"1778256452\" \/>\n\t<input type=\"hidden\" name=\"question_ids\" value=\"\" \/>\n\t<input type=\"hidden\" name=\"watupro_questions\" value=\"177287:715094,715095 | 177288:715096,715097,715098,715099,715100,715101 | 177289:715102,715103 | 177290:715104,715105 | 177291:715106,715107 | 177292:715108,715109 | 177293:715110,715111 | 177294:715112,715113,715114,715115,715116,715117 | 177295:715118,715119,715120,715121,715122,715123 | 177296:715124,715125,715126,715127 | 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