Ace the Salesforce Einstein Analytics and Discovery Consultant Exam With Real Dumps

1. The Einstein Analytics team at a company created a clataset based on the

Opportunity__c custom object. The VP of Sales reports seeing the message "No results found" when opening the dataset toexplore it. Other users below the VP in the role hierarchy can see rows on the same dataset.

Which two problems might be causing this issue?

The Salesforce profile for the VP does not have read permission on some fields of the Opportunity__c custom object

The Security Predicates set up at the dataset level are preventing the VP from seeing data

The dataset is inheriting sharing from Salesforce and the VP can see more than 3000 rows

The Salesforce profile for the VP does not have read permissionon the Opportunity__c custom object

2. An Einstein Consultant receives a request from the Marketing department to help them understand lead conversion. Presently, they are unaware of the percentage of leads that get converted to sales. They hope to view results by account manager, value, and quarter. The data is there, so the consultant can add it to the marketing dashboard.

How should this metric be calculated?

Create a new step inthe dashboard using a compare table and define a formula.

Create a formula field on the lead object in Salesforce and add it to the dataset.

Create a computeExpression in the dataflow.

Create a new step in the dashboard using a compare table andthe running total function.

3. The Universal Containers company built threeEinstein Discovery stories that they want to use in Salesforce to predict and maximize their revenue per customer. The stories are for

every region where they have business: EMEA, AMER, and APAC.

How can a consultant help them deploy the three Einstein models to Salesforce?

Segment the account data per region and deploy the same model to all segments.

Deploy the same model to all accounts and set the region field as an actionable variable.

Deploy the same model to all accounts and use an Apex trigger to call the appropriate prediction.

Segment the account data per region and deploy the appropriate model for each segment.

4. Which isn't an option for setting a security predicate for a dataset created from an external data file?

In the metadata file associated with the external data fileusing the rowLevelSecurityFilter key

In the Register transformation node of a dataflow that uses this dataset

In the dataset Security Predicate

On each row prior to upload

5. Philip adds a recently created Seed Bank Orders dataset to an Einstein Analytics app for which the Mosaic Seed Bank project team has the Viewer app role.

How much data in the Seed Bank Ordersdataset can a project team member see?

None of the data

Only rows designated by the Salesforce administrator

All rows and fields in the datasets

Only rows designated by the App Manager

6. How many stories can you create in Analytics Plus?

5,000

1,000, but more can be purchased

75, but more can be purchased

500, but more can be purchased

7. Trending data limits: Maximum number of trended datasets per user and rows per snapshot:

5 per user, 200,000 per snapshot

10 per user, 100,000 per snapshot

10 per user, 200,000 per snapshot

5 per user, 100,000 per snapshot

8. Which of the following is true about the ServiceAnalytics Overview dashboard?

It instantly provides key metrics on open cases, average time to close, first contact resolution, and customer satisfaction.

It lets you drill down to more detailed dashboards, like agent performance, channel review, and telephony metrics.

It's available on desktop and mobile.

It's a great place to start your analysis.

All of the above.

9. A consultant built an Einstein Analytics app for the Sales Operations team. The team wants to share this app with other people at the company. The consultant recommends distributing the app as an Einstein Analytics template app.

In the process of creating the template, which role does the original Einstein Analytics app for the Sales Operation team play?

It is the template.

It is the instance.

It is the master.

It is the target.

10. Before usingbindings, you can try using facets to specify interactions between widgets.

False

True

11. A client has a datasetcomprised of Opportunity data and Opportunity Line level data. The client wants to use this dataset with Einstein Discovery to understand the Opportunity win rate.

What must be done to the dataset to achieve this goal?

Select the isWon = True outcome variable and generate the story.

Filter to only look at isWon = True records to avoid skewing the results.

Click Create Story and Einstein will take care of the rest.

Change the grain by removing the line level detail as it will skew the win rate.

12. Salesforce Analytics is...

An application built on top of Salesforce

A tool for analyzing surf reports and forecasts

A CRMalternative to Salesforce

An online repository of infographics

13. A new field called "CardBalance" is added to the standard object. Account. The team wants to add this new field to an Einstein Analytics dataset that sources the Account object; however, the team needs to limit the users who are able to view that field's data in the dataset.

How can an Einstein Consultant help them implement this new requirement?

Add the new field to the existing dataset and use the XMO file parameters to hide the new field from users who should not have access to it.

Add the new field to theexisting dataset and activate "Sharing inheritance" in the Account object so only users who have access to the field in Salesforce will have access in Einstein Analytics.

Create a new Account dataset containing the new field and give access to this dataset only to users who should be able to see the new field.

Add the new field to the existing dataset and use "Security Predicates' to hide it from users who should not access it.

14. Universal Containers (UC) is a multinational company that utilizes Salesforce and has a variety of internal systems. UC uses Einstein Analytics for their data analysis platform and they want to automate their weekly manual process to create a dataset from their on-premise data warehouse.

Which solution should a consultant recommend to meet this requirement?

Utilize a Salesforce weekly export feature

Utilize Analytics Connector.

Utilize middleware with Analytics External Data API

Utilize a dataflow

15. An Einstein Analytics team plans to enable data sync (replication).

Which two limits are specific to data sync (replication) and should be considered before enabling the feature because they might impact existing jobs? Choose 2 answers

Maximum number of dataflow definitions

Maximum number of dataflow transformations

Maximum number of objects that can be enabled for data sync (replication)

Timeout for ELT (Extract Load Transform) jobs that are scheduled but not yet executed

16. How many external files can be uploaded to Einstein Analytics on rolling 24 hour basis?

100 files per dataset

300 files perdataset

500 files per dataset

50 files Per dataset

17. In a Compare Table formula, you can refer to other columns with:

Their names

Numbers (1..9)

Letters (

.Z)

All of theabove

18. Is there a need for a separate Permission Set Licence for an Analytics app?

Yes

No

19. When you assign any Analytics permission set to users in your org, Salesforce auto-assignsthe Analytics Platform permission set license to that user.

True

False

20. A dataset for building the Einstein Discovery story contains 72 fields that are potentially relevant predictors.

Which approach is considered best practice to assess the top predictors in order to get to a meaningful and robust model?

This dataset is too big and cannot be used inEinstein Discovery. Request a new dataset with fewer predictors.

Build the story with all the predictors and indicate that Einstein Discovery should show the top predictors.

Go back to the data preparation and reduce the number of fields to less than30 in order to produce a story.

Build a story with a first set of predictors and assess which predictors are important to the story. Then drop the less important ones and add the predictors that were omitted in the first run and assess their impact.

21. Default rows in values table

100

200

50

75

22. How many concurrent stories per org are allowed?

5

4

2

1

23. What are predictive insights good for?

Predicting outcomes that you don't actually have the right data for

Exploring your existing data to see what already happened

Drilling down into the underlying reasons behind a prediction

Choosing between all possible outcomes for a single variable

24. Which three statements are true regarding sharing inheritance? Choose 3 answers

If a user can see more than 3,000 records on the object in Salesforce, but the user does not have the "View All Data" permission, sharing inheritance is not used. The backup security predicate takes effect. This limitation does not apply to the Opportunity object.

Sharing inheritance supports Account,Campaign, Case, Contact, Opportunity, Lead, Order, User, and custom objects. If you use other objects, such as Idea or Site, you must use security predicates for those objects.

A dataset using sharing must also have a security predicate defined.

Sharing inheritance supports a foreign key for enforcing security.

When sharing inheritance is enabled, security predicates are ignored.

25. Which chart type is best suited to track progress ofsales revenue that is realized versus the target?

Bar chart

Flat gauge

Pivot table

Pie chart

26. What can you change in a Compare Table formula column?

Thefilters

The measure

The grouping

The formula and the name

27. Concurrent queries per user?

20

50

10

25

28. In what order does Einstein Discovery present the insights that it uncovers?

Alphabetical, in ascending order

Alphabetical, in descending order

Insights that explain the most variation in the outcome variable, in ascending order

Insights that explain the most variation in the outcome variable, in descending order

29. Pie chartwidget associated to the step "Step_pie_3" and grouped by the dimension "Type"

The team wants to use bindings so any selection in the List widget will filter the Pie chart.

Additional notes:

* The steps use different datasets.

* Users should be able tochoose more than one Type (multi-selection).

What is the right syntax for the binding?

A)

B)

C)

D)

Option A

Option B

Option C

Option D

30. What is an Analytics app?

A specialized version of the Einstein Analytics platform that runs outside of Salesforce

Analytics for iPad

A collection of datasets, dashboards, lenses, and a dataflow

The blueprint for your org's Einstein Analytics implementation

31. What's a good way to see which required questions in the configuration wizard don't have default values?

Answer only questions that involve custom objects

Try each option in the dropdown one at a time

Download the app and run a SAQL query on the JSON

Click "Looks good, next" and look for questions highlighted in red

32. A company's Salesforce org has multi-currency enabled. This company's business intelligence team used Einstein Analytics to build a dataflow that creates a dataset, "OpportunityDataSet". This dataset ispopulated with data extracted from the standard object, Opportunity. One of the extracted fields is the standard field, Amount.

If a user explores the "OpportunityDataSet" in Einstein Analytics, in which currency will the Amount values be shown?

In theconnected user's currency

In the integration user's currency

In the currency that is set on the "currency" attribute in the dataset

In the currency that is set on the "currency" attribute in the dataflow

33. Max story creations per org per month

1000 (can purchase more)

500 (can purchase more)

200 (can purchase more)

500

34. A company wants to create a timeline chart to visualize the evolution of their Closed WonOpportunities.

What are the required parameters to build a lens that displays output similar to the image shown?

2 measures, 0-2 groupings if trellis is disabled, or 0-4 groupings if trellis is enabled

1 measure, 1-2 groupings if trellis is disabled,or 1-4 groupings if trellis is enabled

1 measure, 1 grouping by a date field, and either 0-1 groupings by a dimension if trellis is disabled, or 0-2 groupings if trellis is enabled

1 measure, 0 groupings if trellis is disabled, or 0-2 groupings if trellis is enabled

35. The model quality metrics of an Einstein Discovery story indicate that the GINI coefficient in the four folds are 0.82, 0.83, 0.84, and 0.75, respectively.

Which two actions should a consultant take? Choose 2 answers

Deploy the story, because the variation in the metrics is within the normal range.

Confirm that the overall GINI coefficient is good prior to deploying the story.

Research and check the dataset for outliers in the target field and the main predictors that are shown on top of the story.

Do not deploy thestory immediately, and research why one fold is performing worse than the others.

36. A Einstein Analytics consultant is asked to help a company report on their sales activity. The company wants to train some users to create their own dashboards. They also want another team to only be able to use the dashboards.

What must be configured to address these requirements?

Create two permission sets with different system permissions.

Use a permission set license with two different levels of access.

Grant "Manage" access permission to the apps.

Create a permission set license assignment with two different levels of access-

37. How do you open the Actions menu for a particular case shown in a dashboard?

Click the Actions bar from a bubble chart

Hover over the case number column of the values table widget and click the arrow that appears

Double-click the case number in the Actions widget

Simply @mention the case manager for that segment

38. When you set up Analytics, which of the following features can you enable?

Low-fuel notifications

Sharing of apps with Communities

Access to the API

A and B

B and C

39. An Einstein Analytics team reports that when they start their dataflow it runs successfully with no errors orwarnings, but one of the fields does not return values when it is queried.

What can be the origin of this issue?

The field does not contain any data in Salesforce.

The user who runs the dataflow does not have access to the field.

The "IntegrationUser Profile" does not have access to the field.

The ""Security User Profile" does not have access to the field.

40. A consultant created a dashboard using Einstein Analytics for her client, a shipping company. It sources data from very large datasets. Now the client has requested that the consultant add more steps to the dashboard.

To ensure that the dashboard has acceptable performance, what two actions should the consultant take? Choose 2 answers

Check if any steps can be reused for multiple purposes.

Replace AggregateFlex steps with SAQL steps.

Split the steps and charts into different pages in a dashboard.

Avoid usingconditional formatting.

41. An Einstein Consultant needs to add some data values to an existing dataflow: a text field, a number (via a case statement), and a date (via SAQL).

In order to achieve this, which compute option should be used?

computeExpression

computeData

computeValue

computeField

42. Why are insights in theUnrelated category important?

They explain everything about the outcome.

They aren't important. Hence the name, Unrelated.

They explain how interaction terms affect the outcome.

The outcome might not have much to do withrelated variables. It might have more to do with global effects.

43. An insurance company has many Einstein Analytics dashboards that show the influence of weather, such as atmospheric temperature, on customer cases. A service agent commented that it is sometimes difficult to determine, by looking at a dashboard, whether the temperature data is reported in degrees Fahrenheit or in degrees Celsius.

How can a dashboard designer ensure the temperature data is easier to interpret on the dashboards?

Add a text widget to the dashboard to indicate Fahrenheit or Celsius.

Use the XMD node in the dataflow to customize the number format of the field.

Customize the number format in the number widget properties of the dashboard.

In Explorer, go to the Fields menu and then customize the number format of the measure.

44. To see predictive insights, what option do you select in the Story toolbar?

What Changed Over Time

How Can I Improve It

Predictions & Improvements

Why It Happened

What Happened

45. A consultant built an Einstein Analytics dashboard for a company. The company then requested an enhancement to thedashboard and provided additional data that needs to be displayed. As a result, the consultant decides to "augment" the dataflow.

Which phrase describes this transformation?

Add data based on the right-side grain

Join data similar to an SQL statement

Add data as a lookup relationship (left side is the lowest grain)

Join data based on a many-to-many relationship

46. A shipping company created a dataset. "Bookll," containing budget per region per month for the first sixmonths of 2018. The dataset is shown in the graphic. Now, they want to create a lens showing the total budget for each region for each month. Every combination of region and month must be shown in the lens, even if there is no data.

How can an Einstein Consultant help this company build this lens?

Use a SAQL query leveraging the "fill" statement with a "partition" parameter.

Use a SAQL query to create fake rows for any data that is missing data from the dataset.

Use a "Compare Table" and use the "Show summary" option.

Use a "Compare Table" and add a column leveraging the "Running Total" function.

47. Users who can access the dataset should see only data that belongs to their region.

In which two ways can an Einstein Analytics consultant help them implement these requirements? Choose 2 answers

Save the dataset under "My Private App" so only a subset of selected users can access the dataset.

Use a security predicate in the dataset so users can see only rows belonging to theirrespective regions.

Create a sharing rule in Salesforce based on the Region field in the user object and set the dataset to inherit sharing from Salesforce.

Save the dataset under a new application and give "viewer" access to a public group containing the list of users allowed to see the dataset.

48. As part of their analysis, Yasmine, Tonya, and Hadiqa need to create and save lenses to their project app.

What is the minimum app role they need to dothis?

Manager

Viewer

Editor

Designer

49. The Einstein Analytics Plus Platform license is enabled for a Salesforce org and assigned to each user. However, these users cannot see the Einstein Analytics Studio in the App Launcher.

How can this issue be addressed?

Share the app with the users in Einstein Analytics.

Create user accounts for the users in Einstein Analytics.

Assign the users to the permission set containing Use Analytics.

Assign the users to the permission set containingManage Analytics.

50. ASenior Sales Business Analyst asks for a dashboard that contains fiscal year product opportunities. Information is maintained in a spreadsheet which is comprehensive, but its contents often need to be explained. After sketching the dashboard, the consultant is ready to start building.

Which concept should be applied to this dashboard?

Limit widget actions and exploration so users will focus only on the high-level information.

Use the different chart types to make the dashboard interesting and appealing.

Design the dashboard with the desktop in mind and use the same layout for mobile devices for consistency.

Use charts to help users ask questions, not illustrate a conclusion.

51. A company wants to allow users who belong to an account team to see all the Opportunities associated with that Account in Einstein Analytics.

Which two actions accomplish this requirement? Choose 2 answers

Apply sharing inheritance.

Create a master-detail relationship between the Salesforce Account and Opportunity objects.

In the dataflow, extract the AccountTeamMember object and augment it with the Opportunity object using 'Accountld' as the join field and apply following security predicate: 'AccountTeamMember.Userld' == "$User.Id".

In the dataflow, extract the OpportunityTeamMember object and augment it with the Opportunity object using 'Opportunityld' as the join field and apply the following security predicate: 'OpportunityTeamMember.Userld' == "$User.Id".

52. You can get data into Einstein Discovery:

By connecting a USB drive to your laptop

By usingan Einstein analytics dataset

Only if your database administrator does it for you

Only if Salesforce does it for you

53. Universal Containers has a Sales Manager dashboard.

They need to build a table as shown in the graphic andcalculate the summary as the first line in a compare table.

How can the summary be calculated'

Use the Show Summary option in the compare table.

Add a formula field to calculate the summary.

Use a SAQL query since the summary is not available in standard interface.

Create a computeExpression field in the Dataflow to calculate the summary.

54. Can you share dashboards with others in your org?

Click on the "Share" icon on the dashboard. From there, you can set up sharing options, post a dashboard screenshot to Chatter, get a URL to share, or download a screenshot.

Click on the "Share" icon on the lens. From there, you can set up sharing options, post a dashboard screenshot to Chatter, get a URL to share, or download ascreenshot

No, you can't share dashboards.

Click on the "Share" icon on the dataset.

55. Which of these standard deviations is for a curve that has values that are the most spread out away from the average?

8

1

4

16

56. Using the Setup menu, the Universal Containers company activated data sync (replication) in the Einstein Analytics settings. After running the sync, they notice that the aggregate sum of a field within their dataset is different than what they manually calculated by summing the same data in the Salesforce object from which the dataset was populated.

Which two differences in the newly synced data can explain this? Choose 2answers

Differences involving permanently deleted records

Differences involving workflow-updated fields

Differences involving formula fields

Differences involving trigger-updated fields

57. What does XMD stand for?

Configuring unsupported fields

Lenses Dataset Fields

Extended Metadata

Create a JSON

58. When creating a story in EinsteinDiscovery, do all potential collinear fields need to be removed before executing the build story'5

No. Einstein Discovery is impervious to collinearity, so the story and subsequent model will be fine.

No. Although it is ideal to eliminate collinearity as soon as possible, Einstein will give a warning post-build and the ridge regression will prevent collinearity from over-fitting.

yes. If all collinear variables are not excluded, the model will over-fit and not make any sense.

Yes. If the collinear variables are not removed, the Einstein Discovery model build will fail.

59. What are the 3 basic actions within a query in Analytics? Choose 3:

Aggregate by a measure

Count rows by measure you want to visualize.

Filter to narrow down your results.

Grouping by a dimesnsion

Display the results graphically

60. What are the two main parts of a lens/exploration?

Query

Visualization

Dataset

Measure

Grouping

61. Refer to the graphic.

Which conclusion can be made regarding the strength of the model shown?

The model is very strong. A GINI coefficient of .535 shows that this model is very effective.

The model is pretty good; the accuracy rating of .7597 means we can predict both wins and losses at a fairly high rate.

The strength of the model cannot be determined with the metrics shown.

The model is very weak and doesn't provide useful predictions due to the low threshold.

62. Einstein Discovery gives you severaldifferent kinds of recommended insights.

Which of these insights is descriptive?

What Happened

Why It Happened

Predictions & Improvements

What Is the Difference

63. Universal Containers reports that any selection in the Listwidget is not affecting the Pie chart in one of their Einstein Analytics dashboards. The step options associated with the List widget and Pie chart are shown in the graphic.

Given that the steps are using different datasets. which two changes can an Einstein Consultant make to solve this issue' Choose 2 answers?

Use 'Connect Data Sources" and create a connection to connect the two datasets.

Use selection binding in the filters section of Che step "Step_pie_2."

Use "Connect Data Sources" and createa connection to connect the two widgets.

Use selection binding in the filters section of the step "Type_l."

64. What can you do on the Edit Field Attributes page when uploading a CSV file to Analytics?

Changea field's name

Change a field's format

Change a field's type

All of the above

65. What are the steps in the data exploration process?

View, Explore, Refine, Save, Share

View, Explore, Reduce, Save, Share

Download, View, Refine, Save, Share

66. In a dataset, there are multiple boolean fields. When displayed on any dashboard, the boolean fields should all be displayed in thesame way: a value of true should result in the display of the word "Yes" in green; a value of false should result in the display of the word "No" in red.

In which two ways can this be accomplished? Choose 2 answers

Download the XMD for the dataset andchange the values and color for the fields and then upload to the dataset.

In the explorer, select the boolean fields and use the "edit values" option on the fields to change values and colors.

Create an XMD node in the dataflow to change the label and color of the values in the fields.

In the explorer, select the boolean fields, then create a derived dimension that references the boolean fields, and then modify the values and colors of the derived dimension.

67. What is the test called that helps to identify categories that exhibit a pattern outside the overall average?

Null hypothesis test

Significance level test

Critical region test

Chi-square test

T-test

68. Universal Containers has a dashboard for Sales Managers. They need the ability to visualize the number of Closed Won opportunities by month, quarter, or year, and then display the result in a single chart. An Einstein Consultant created a static step to display three values: ClosedDate_month, ClosedDate_quarter, and ClosedDate_year.

What should the consultant do next?

Use nested bindingto update the grouping in the chart.

Use selection binding to update the measure in the chart.

Use result binding to update the measure in the chart.

Use selection binding to update the grouping in the chart.

69. Permissions of which 2 internal users are used by Analytics to gain access to Salesforce data?

Eachuser has a corresponding Profile assigned (Analytics Cloud Integration User and Analytics Cloud Security User profiles).

When you query a dataset that has row-level security based on the User object, Analytics uses the permissions of the Security User to access the User object and its fields.

Analytics uses the permissions of the Integration User to extract data from Salesforce objects and fields when a dataflow job runs.

70. You are asked to update and maintain your company's Einstein Analytics dashboards.

A request comes in for one of the dashboards that contains steps from different datasets. The request is to make it possible for a table from one dataset to be filtered by the results of a chart from another dataset. Your solution is to create a results binding.

Which three steps should you implement to create the binding?

Look up the API name of the filtering field

Look up the API name of the source field

Find source and target step names

Configure the results binding on the target step in the dashboard JSO

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