{"id":73300,"date":"2024-02-20T03:49:31","date_gmt":"2024-02-20T03:49:31","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=73300"},"modified":"2024-02-20T05:47:08","modified_gmt":"2024-02-20T05:47:08","slug":"databricks-certified-data-analyst-associate-exam-dumps-online-get-benefits-from-dumpsbase-for-the-exam-preparation","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/databricks-certified-data-analyst-associate-exam-dumps-online-get-benefits-from-dumpsbase-for-the-exam-preparation.html","title":{"rendered":"Databricks Certified Data Analyst Associate Exam Dumps Online: Get Benefits from DumpsBase for the Exam Preparation"},"content":{"rendered":"\n<p>As a hot Databricks certification, the Databricks Certified Data Analyst Associate is designed to assess your ability to use the Databricks SQL service to complete introductory data analysis tasks. To pass this exam, it is important to have the right preparation materials. DumpsBase now stands out in providing effective Databricks Certified Data Analyst Associate exam dumps, which ensures your success in the actual exam. These Databricks Certified Data Analyst Associate exam dumps are carefully curated by experts and are endorsed by successful exam applicants. With DumpsBase, you can be confident that the exam questions provided are accurate and reflect the current content of the Databricks Certified Data Analyst Associate certification exam. By using these real and updated exam dumps, you can familiarize yourself with the types of questions you may encounter and improve your chances of success.<\/p>\n<h2>Check Databricks Certified Data Analyst Associate <em><span style=\"background-color: #ffff00;\">Free Dumps Below<\/span><\/em><\/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=\"submittingExam8198\" 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-8198\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-8198\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-310782'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>Which of the following layers of the medallion architecture is most commonly used by data analysts?<\/div><input type='hidden' name='question_id[]' id='qID_1' value='310782' \/><input type='hidden' id='answerType310782' 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-310782[]' id='answer-id-1217471' class='answer   answerof-310782 ' value='1217471'   \/><label for='answer-id-1217471' id='answer-label-1217471' class=' answer'><span>None of these layers are used by data analysts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310782[]' id='answer-id-1217472' class='answer   answerof-310782 ' value='1217472'   \/><label for='answer-id-1217472' id='answer-label-1217472' class=' answer'><span>Gold<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310782[]' id='answer-id-1217473' class='answer   answerof-310782 ' value='1217473'   \/><label for='answer-id-1217473' id='answer-label-1217473' class=' answer'><span>All of these layers are used equally by data analysts<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310782[]' id='answer-id-1217474' class='answer   answerof-310782 ' value='1217474'   \/><label for='answer-id-1217474' id='answer-label-1217474' class=' answer'><span>Silver<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310782[]' id='answer-id-1217475' class='answer   answerof-310782 ' value='1217475'   \/><label for='answer-id-1217475' id='answer-label-1217475' class=' answer'><span>Bronze<\/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-310783'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/span>A data analyst has recently joined a new team that uses Databricks SQL, but the analyst has never used Databricks before. The analyst wants to know where in Databricks SQL they can write and execute SQL queries. <br \/>\r<br>On which of the following pages can the analyst write and execute SQL queries?<\/div><input type='hidden' name='question_id[]' id='qID_2' value='310783' \/><input type='hidden' id='answerType310783' 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-310783[]' id='answer-id-1217476' class='answer   answerof-310783 ' value='1217476'   \/><label for='answer-id-1217476' id='answer-label-1217476' class=' answer'><span>Data page<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310783[]' id='answer-id-1217477' class='answer   answerof-310783 ' value='1217477'   \/><label for='answer-id-1217477' id='answer-label-1217477' class=' answer'><span>Dashboards page<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310783[]' id='answer-id-1217478' class='answer   answerof-310783 ' value='1217478'   \/><label for='answer-id-1217478' id='answer-label-1217478' class=' answer'><span>Queries page<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310783[]' id='answer-id-1217479' class='answer   answerof-310783 ' value='1217479'   \/><label for='answer-id-1217479' id='answer-label-1217479' class=' answer'><span>Alerts page<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310783[]' id='answer-id-1217480' class='answer   answerof-310783 ' value='1217480'   \/><label for='answer-id-1217480' id='answer-label-1217480' class=' answer'><span>SQL Editor page<\/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-310784'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>Which of the following describes how Databricks SQL should be used in relation to other business intelligence (BI) tools like Tableau, Power BI, and looker?<\/div><input type='hidden' name='question_id[]' id='qID_3' value='310784' \/><input type='hidden' id='answerType310784' 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-310784[]' id='answer-id-1217481' class='answer   answerof-310784 ' value='1217481'   \/><label for='answer-id-1217481' id='answer-label-1217481' class=' answer'><span>As an exact substitute with the same level of functionality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310784[]' id='answer-id-1217482' class='answer   answerof-310784 ' value='1217482'   \/><label for='answer-id-1217482' id='answer-label-1217482' class=' answer'><span>As a substitute with less functionality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310784[]' id='answer-id-1217483' class='answer   answerof-310784 ' value='1217483'   \/><label for='answer-id-1217483' id='answer-label-1217483' class=' answer'><span>As a complete replacement with additional functionality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310784[]' id='answer-id-1217484' class='answer   answerof-310784 ' value='1217484'   \/><label for='answer-id-1217484' id='answer-label-1217484' class=' answer'><span>As a complementary tool for professional-grade presentations<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310784[]' id='answer-id-1217485' class='answer   answerof-310784 ' value='1217485'   \/><label for='answer-id-1217485' id='answer-label-1217485' class=' answer'><span>As a complementary tool for quick in-platform Bl work<\/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-310785'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>Which of the following approaches can be used to connect Databricks to Fivetran for data ingestion?<\/div><input type='hidden' name='question_id[]' id='qID_4' value='310785' \/><input type='hidden' id='answerType310785' 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-310785[]' id='answer-id-1217486' class='answer   answerof-310785 ' value='1217486'   \/><label for='answer-id-1217486' id='answer-label-1217486' class=' answer'><span>Use Workflows to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310785[]' id='answer-id-1217487' class='answer   answerof-310785 ' value='1217487'   \/><label for='answer-id-1217487' id='answer-label-1217487' class=' answer'><span>Use Delta Live Tables to establish a cluster for Fivetran to interact with<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310785[]' id='answer-id-1217488' class='answer   answerof-310785 ' value='1217488'   \/><label for='answer-id-1217488' id='answer-label-1217488' class=' answer'><span>Use Partner Connect's automated workflow to establish a cluster for Fivetran to interact with<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310785[]' id='answer-id-1217489' class='answer   answerof-310785 ' value='1217489'   \/><label for='answer-id-1217489' id='answer-label-1217489' class=' answer'><span>Use Partner Connect's automated workflow to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310785[]' id='answer-id-1217490' class='answer   answerof-310785 ' value='1217490'   \/><label for='answer-id-1217490' id='answer-label-1217490' class=' answer'><span>Use Workflows to establish a cluster for Fivetran to interact with<\/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-310786'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>Data professionals with varying titles use the Databricks SQL service as the primary touchpoint with the Databricks Lakehouse Platform. However, some users will use other services like Databricks Machine Learning or Databricks Data Science and Engineering. <br \/>\r<br>Which of the following roles uses Databricks SQL as a secondary service while primarily using one of the other services?<\/div><input type='hidden' name='question_id[]' id='qID_5' value='310786' \/><input type='hidden' id='answerType310786' 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-310786[]' id='answer-id-1217491' class='answer   answerof-310786 ' value='1217491'   \/><label for='answer-id-1217491' id='answer-label-1217491' class=' answer'><span>Business analyst<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310786[]' id='answer-id-1217492' class='answer   answerof-310786 ' value='1217492'   \/><label for='answer-id-1217492' id='answer-label-1217492' class=' answer'><span>SQL analyst<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310786[]' id='answer-id-1217493' class='answer   answerof-310786 ' value='1217493'   \/><label for='answer-id-1217493' id='answer-label-1217493' class=' answer'><span>Data engineer<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310786[]' id='answer-id-1217494' class='answer   answerof-310786 ' value='1217494'   \/><label for='answer-id-1217494' id='answer-label-1217494' class=' answer'><span>Business intelligence analyst<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310786[]' id='answer-id-1217495' class='answer   answerof-310786 ' value='1217495'   \/><label for='answer-id-1217495' id='answer-label-1217495' class=' answer'><span>Data analyst<\/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-310787'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>A data analyst has set up a SQL query to run every four hours on a SQL endpoint, but the SQL endpoint is taking too long to start up with each run. <br \/>\r<br>Which of the following changes can the data analyst make to reduce the start-up time for the endpoint while managing costs?<\/div><input type='hidden' name='question_id[]' id='qID_6' value='310787' \/><input type='hidden' id='answerType310787' 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-310787[]' id='answer-id-1217496' class='answer   answerof-310787 ' value='1217496'   \/><label for='answer-id-1217496' id='answer-label-1217496' class=' answer'><span>Reduce the SQL endpoint cluster size<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310787[]' id='answer-id-1217497' class='answer   answerof-310787 ' value='1217497'   \/><label for='answer-id-1217497' id='answer-label-1217497' class=' answer'><span>Increase the SQL endpoint cluster size<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310787[]' id='answer-id-1217498' class='answer   answerof-310787 ' value='1217498'   \/><label for='answer-id-1217498' id='answer-label-1217498' class=' answer'><span>Turn off the Auto stop feature<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310787[]' id='answer-id-1217499' class='answer   answerof-310787 ' value='1217499'   \/><label for='answer-id-1217499' id='answer-label-1217499' class=' answer'><span>Increase the minimum scaling value<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310787[]' id='answer-id-1217500' class='answer   answerof-310787 ' value='1217500'   \/><label for='answer-id-1217500' id='answer-label-1217500' class=' answer'><span>Use a Serverless SQL endpoint<\/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-310788'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>A data engineering team has created a Structured Streaming pipeline that processes data in micro-batches and populates gold-level tables. The microbatches are triggered every minute. <br \/>\r<br>A data analyst has created a dashboard based on this gold-level data. The project stakeholders want to see the results in the dashboard updated within one minute or less of new data becoming available within the gold-level tables. <br \/>\r<br>Which of the following cautions should the data analyst share prior to setting up the dashboard to <br \/>\r<br>complete this task?<\/div><input type='hidden' name='question_id[]' id='qID_7' value='310788' \/><input type='hidden' id='answerType310788' 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-310788[]' id='answer-id-1217501' class='answer   answerof-310788 ' value='1217501'   \/><label for='answer-id-1217501' id='answer-label-1217501' class=' answer'><span>The required compute resources could be costly<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310788[]' id='answer-id-1217502' class='answer   answerof-310788 ' value='1217502'   \/><label for='answer-id-1217502' id='answer-label-1217502' class=' answer'><span>The gold-level tables are not appropriately clean for business reporting<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310788[]' id='answer-id-1217503' class='answer   answerof-310788 ' value='1217503'   \/><label for='answer-id-1217503' id='answer-label-1217503' class=' answer'><span>The streaming data is not an appropriate data source for a dashboard<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310788[]' id='answer-id-1217504' class='answer   answerof-310788 ' value='1217504'   \/><label for='answer-id-1217504' id='answer-label-1217504' class=' answer'><span>The streaming cluster is not fault tolerant<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310788[]' id='answer-id-1217505' class='answer   answerof-310788 ' value='1217505'   \/><label for='answer-id-1217505' id='answer-label-1217505' class=' answer'><span>The dashboard cannot be refreshed that quickly<\/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-310789'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>Which of the following approaches can be used to ingest data directly from cloud-based object storage?<\/div><input type='hidden' name='question_id[]' id='qID_8' value='310789' \/><input type='hidden' id='answerType310789' 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-310789[]' id='answer-id-1217506' class='answer   answerof-310789 ' value='1217506'   \/><label for='answer-id-1217506' id='answer-label-1217506' class=' answer'><span>Create an external table while specifying the DBFS storage path to FROM<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310789[]' id='answer-id-1217507' class='answer   answerof-310789 ' value='1217507'   \/><label for='answer-id-1217507' id='answer-label-1217507' class=' answer'><span>Create an external table while specifying the DBFS storage path to PATH<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310789[]' id='answer-id-1217508' class='answer   answerof-310789 ' value='1217508'   \/><label for='answer-id-1217508' id='answer-label-1217508' class=' answer'><span>It is not possible to directly ingest data from cloud-based object storage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310789[]' id='answer-id-1217509' class='answer   answerof-310789 ' value='1217509'   \/><label for='answer-id-1217509' id='answer-label-1217509' class=' answer'><span>Create an external table while specifying the object storage path to FROM<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310789[]' id='answer-id-1217510' class='answer   answerof-310789 ' value='1217510'   \/><label for='answer-id-1217510' id='answer-label-1217510' class=' answer'><span>Create an external table while specifying the object storage path to LOCATION<\/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-310790'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/span>A data analyst wants to create a dashboard with three main sections: Development, Testing, and Production. They want all three sections on the same dashboard, but they want to clearly designate the sections using text on the dashboard. <br \/>\r<br>Which of the following tools can the data analyst use to designate the Development, Testing, and Production sections using text?<\/div><input type='hidden' name='question_id[]' id='qID_9' value='310790' \/><input type='hidden' id='answerType310790' 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-310790[]' id='answer-id-1217511' class='answer   answerof-310790 ' value='1217511'   \/><label for='answer-id-1217511' id='answer-label-1217511' class=' answer'><span>Separate endpoints for each section<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310790[]' id='answer-id-1217512' class='answer   answerof-310790 ' value='1217512'   \/><label for='answer-id-1217512' id='answer-label-1217512' class=' answer'><span>Separate queries for each section<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310790[]' id='answer-id-1217513' class='answer   answerof-310790 ' value='1217513'   \/><label for='answer-id-1217513' id='answer-label-1217513' class=' answer'><span>Markdown-based text boxes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310790[]' id='answer-id-1217514' class='answer   answerof-310790 ' value='1217514'   \/><label for='answer-id-1217514' id='answer-label-1217514' class=' answer'><span>Direct text written into the dashboard in editing mode<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310790[]' id='answer-id-1217515' class='answer   answerof-310790 ' value='1217515'   \/><label for='answer-id-1217515' id='answer-label-1217515' class=' answer'><span>Separate color palettes for each section<\/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-310791'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>A data analyst needs to use the Databricks Lakehouse Platform to quickly create SQL queries and data visualizations. It is a requirement that the compute resources in the platform can be made serverless, and it is expected that data visualizations can be placed within a dashboard. <br \/>\r<br>Which of the following Databricks Lakehouse Platform services\/capabilities meets all of these requirements?<\/div><input type='hidden' name='question_id[]' id='qID_10' value='310791' \/><input type='hidden' id='answerType310791' 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-310791[]' id='answer-id-1217516' class='answer   answerof-310791 ' value='1217516'   \/><label for='answer-id-1217516' id='answer-label-1217516' class=' answer'><span>Delta Lake<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310791[]' id='answer-id-1217517' class='answer   answerof-310791 ' value='1217517'   \/><label for='answer-id-1217517' id='answer-label-1217517' class=' answer'><span>Databricks Notebooks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310791[]' id='answer-id-1217518' class='answer   answerof-310791 ' value='1217518'   \/><label for='answer-id-1217518' id='answer-label-1217518' class=' answer'><span>Tableau<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310791[]' id='answer-id-1217519' class='answer   answerof-310791 ' value='1217519'   \/><label for='answer-id-1217519' id='answer-label-1217519' class=' answer'><span>Databricks Machine Learning<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310791[]' id='answer-id-1217520' class='answer   answerof-310791 ' value='1217520'   \/><label for='answer-id-1217520' id='answer-label-1217520' class=' answer'><span>Databricks SQL<\/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-310792'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>A data analyst is attempting to drop a table my_table. The analyst wants to delete all table metadata and data. <br \/>\r<br>They run the following command: <br \/>\r<br>DROP TABLE IF EXISTS my_table; <br \/>\r<br>While the object no longer appears when they run SHOW TABLES, the data files still exist. <br \/>\r<br>Which of the following describes why the data files still exist and the metadata files were deleted?<\/div><input type='hidden' name='question_id[]' id='qID_11' value='310792' \/><input type='hidden' id='answerType310792' 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-310792[]' id='answer-id-1217521' class='answer   answerof-310792 ' value='1217521'   \/><label for='answer-id-1217521' id='answer-label-1217521' class=' answer'><span>The table's data was larger than 10 GB<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310792[]' id='answer-id-1217522' class='answer   answerof-310792 ' value='1217522'   \/><label for='answer-id-1217522' id='answer-label-1217522' class=' answer'><span>The table did not have a location<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310792[]' id='answer-id-1217523' class='answer   answerof-310792 ' value='1217523'   \/><label for='answer-id-1217523' id='answer-label-1217523' class=' answer'><span>The table was external<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310792[]' id='answer-id-1217524' class='answer   answerof-310792 ' value='1217524'   \/><label for='answer-id-1217524' id='answer-label-1217524' class=' answer'><span>The table's data was smaller than 10 GB<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310792[]' id='answer-id-1217525' class='answer   answerof-310792 ' value='1217525'   \/><label for='answer-id-1217525' id='answer-label-1217525' class=' answer'><span>The table was managed<\/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-310793'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>After running DESCRIBE EXTENDED accounts.customers;, the following was returned: <br \/>\r<br><br><img decoding=\"async\" width=404 height=93 id=\"\u56fe\u7247 27\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2024\/02\/image002-16.jpg\"><br><br \/>\r<br>Now, a data analyst runs the following command: <br \/>\r<br>DROP accounts.customers; <br \/>\r<br>Which of the following describes the result of running this command?<\/div><input type='hidden' name='question_id[]' id='qID_12' value='310793' \/><input type='hidden' id='answerType310793' 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-310793[]' id='answer-id-1217526' class='answer   answerof-310793 ' value='1217526'   \/><label for='answer-id-1217526' id='answer-label-1217526' class=' answer'><span>Running SELECT * FROM delta. `dbfs:\/stakeholders\/customers` results in an error.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310793[]' id='answer-id-1217527' class='answer   answerof-310793 ' value='1217527'   \/><label for='answer-id-1217527' id='answer-label-1217527' class=' answer'><span>Running SELECT * FROM accounts.customers will return all rows in the table.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310793[]' id='answer-id-1217528' class='answer   answerof-310793 ' value='1217528'   \/><label for='answer-id-1217528' id='answer-label-1217528' class=' answer'><span>All files with the .customers extension are deleted.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310793[]' id='answer-id-1217529' class='answer   answerof-310793 ' value='1217529'   \/><label for='answer-id-1217529' id='answer-label-1217529' class=' answer'><span>The accounts.customers table is removed from the metastore, and the underlying data files are deleted.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310793[]' id='answer-id-1217530' class='answer   answerof-310793 ' value='1217530'   \/><label for='answer-id-1217530' id='answer-label-1217530' class=' answer'><span>The accounts.customers table is removed from the metastore, but the underlying data files are untouched.<\/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-310794'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>Which of the following should data analysts consider when working with personally identifiable information (PII) data?<\/div><input type='hidden' name='question_id[]' id='qID_13' value='310794' \/><input type='hidden' id='answerType310794' 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-310794[]' id='answer-id-1217531' class='answer   answerof-310794 ' value='1217531'   \/><label for='answer-id-1217531' id='answer-label-1217531' class=' answer'><span>Organization-specific best practices for Pll data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310794[]' id='answer-id-1217532' class='answer   answerof-310794 ' value='1217532'   \/><label for='answer-id-1217532' id='answer-label-1217532' class=' answer'><span>Legal requirements for the area in which the data was collected<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310794[]' id='answer-id-1217533' class='answer   answerof-310794 ' value='1217533'   \/><label for='answer-id-1217533' id='answer-label-1217533' class=' answer'><span>None of these considerations<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310794[]' id='answer-id-1217534' class='answer   answerof-310794 ' value='1217534'   \/><label for='answer-id-1217534' id='answer-label-1217534' class=' answer'><span>Legal requirements for the area in which the analysis is being performed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310794[]' id='answer-id-1217535' class='answer   answerof-310794 ' value='1217535'   \/><label for='answer-id-1217535' id='answer-label-1217535' class=' answer'><span>All of these considerations<\/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-310795'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>Delta Lake stores table data as a series of data files, but it also stores a lot of other information. <br \/>\r<br>Which of the following is stored alongside data files when using Delta Lake?<\/div><input type='hidden' name='question_id[]' id='qID_14' value='310795' \/><input type='hidden' id='answerType310795' 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-310795[]' id='answer-id-1217536' class='answer   answerof-310795 ' value='1217536'   \/><label for='answer-id-1217536' id='answer-label-1217536' class=' answer'><span>None of these<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310795[]' id='answer-id-1217537' class='answer   answerof-310795 ' value='1217537'   \/><label for='answer-id-1217537' id='answer-label-1217537' class=' answer'><span>Table metadata, data summary visualizations, and owner account information<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310795[]' id='answer-id-1217538' class='answer   answerof-310795 ' value='1217538'   \/><label for='answer-id-1217538' id='answer-label-1217538' class=' answer'><span>Table metadata<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310795[]' id='answer-id-1217539' class='answer   answerof-310795 ' value='1217539'   \/><label for='answer-id-1217539' id='answer-label-1217539' class=' answer'><span>Data summary visualizations<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310795[]' id='answer-id-1217540' class='answer   answerof-310795 ' value='1217540'   \/><label for='answer-id-1217540' id='answer-label-1217540' class=' answer'><span>Owner account information<\/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-310796'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>Which of the following is an advantage of using a Delta Lake-based data lakehouse over common data lake solutions?<\/div><input type='hidden' name='question_id[]' id='qID_15' value='310796' \/><input type='hidden' id='answerType310796' 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-310796[]' id='answer-id-1217541' class='answer   answerof-310796 ' value='1217541'   \/><label for='answer-id-1217541' id='answer-label-1217541' class=' answer'><span>ACID transactions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310796[]' id='answer-id-1217542' class='answer   answerof-310796 ' value='1217542'   \/><label for='answer-id-1217542' id='answer-label-1217542' class=' answer'><span>Flexible schemas<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310796[]' id='answer-id-1217543' class='answer   answerof-310796 ' value='1217543'   \/><label for='answer-id-1217543' id='answer-label-1217543' class=' answer'><span>Data deletion<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310796[]' id='answer-id-1217544' class='answer   answerof-310796 ' value='1217544'   \/><label for='answer-id-1217544' id='answer-label-1217544' class=' answer'><span>Scalable storage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-310796[]' id='answer-id-1217545' class='answer   answerof-310796 ' value='1217545'   \/><label for='answer-id-1217545' id='answer-label-1217545' class=' answer'><span>Open-source formats<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-16'>\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=\"watuPROButtons8198\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input 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