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1. After loading data to Einstein Discovery and creating a story, the client asks the Einstein Consultant to explain the "Unexplained Bar" in the "Why it Happened" chart.

Which explanation is correct?

2. Which set of statements generates monthly amount on a cumulative basis annually?

A)

B)

C)

D)

3. A consultant is asked to configure a user to view a dashboard, within a designated app, without the ability to create and save lenses.

After adding the user to the app, which action should the consultant take to implement this requirement?

4. What is an appropriate response when a client is disappointed that Einstein Discovery only detected patterns that were already known?

5. A client has two datasets that are used across seven different dashboards. Three of these dashboards are used by marketing and four are used by sales. The client requires that only marketing can access the marketing dashboards and only sales can access the sales dashboards.

What solution should be recommended?

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

What can the consultant do to give the Sales team more choices and options with future apps that are generated from the Sales Operations app'

7. A customer displays a lot of data and wants a way to dynamically emphasize certain values on a bar chart in order to properly grab the user's attention.

What can an Einstein Consultant use to accomplish this task?

8. Which dataflow transformation does data sync (replication) reference, in an existing dataflow, to determine which Salesforce objects and fields are currently being extracted?

9. Which widget property allows a consultant to restrict the view to a domain bounded by the values entered?

10. The Universal Containers company thinks it knows everything about its business. However, Einstein Discovery surfaces an unexpected pattern that is concerning. They call in departmental experts and hold a meeting to discuss next steps with an Einstein Consultant.

What should the consultant advise as the next action'

11. An Einstein Analytics team wants to create a dashboard that displays values from an external, on-premise Oracle database.

What are two options to load the data from the Oracle database into Einstein Analytics? Choose 2 answers

12. 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?

13. 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?

14. Pie chart widget 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 to choose more than one Type (multi-selection).

What is the right syntax for the binding?

A)

B)

C)

D)

15. An Einstein Analytics consultant is asked to add a new SalesTax field to a Product Sales dataset. The formula to calculate SalesTax is (SubTotal'CountyTax).

Which node should the consultant use in a Dataflow to calculate and insert SalesTax to the dataset?

16. A consultant created an Einstein Analytics dashboard in a sandbox. Now, the dashboard needs to be migrated into production.

To complete the migration, what are the consultant's three options? Choose 3 answers

17. An Einstein Consultant receives a new project from a client that wants to implement Einstein Analytics. They do not currently have Einstein Analytics, but want guidance around how to ensure that their users have correct access.

They have 1000 users with a small team of three people who will build datasets and dashboards. An additional 15 people should be able to create dashboards. The remaining users should only be able to view dashboards.

Which recommendation should the consultant give the client?

18. 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

19. An Einstein consultant created a dashboard that went through review. Some few charts were added and removed in the process. The dashboard is now approved for production.

Which best practice should be done before releasing the dashboard?

20. A consultant built a very useful Einstein Analytics app for Sales Operations, and they want to share its contents with the rest of Global Sales. However, they do not want to add everyone in Sales to their app. The consultant recommends extending the Sales Operations app and distributing it as an Einstein Analytics template app, but needs to locate specific information to get started.

Given the code statement above, which endpoint should it be posted to?

21. Which chart type is suitable for rendering five measures in a lens visualization?

22. 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?

23. Refer to the graphic.

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

24. A large company has a single dataset that contains the attainment and commission fields for all sales

reps. Each sales rep should be able to view the attainment data for each rep in their division. Each rep should only be able to see their own commission data.

Which option should be used to enforce this requirement?

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

Which phrase describes this transformation?

26. A company wants to use Einstein Analytics to analyze the trend of their sales pipeline. The company wants to accelerate the sales process. To do so, they need to know the average time an opportunity spends in each stage. This value is not pre-calculated in Salesforce, so a consultant recommends using a dataflow to calculate it.

How can a dataflow be used to calculate the average time an opportunity spends in each stage?

27. A consultant is working with the client to define goals and metrics for an app that will be built. The consultant decides to base the dashboards on personas and is in the design phase prior to starting the actual build.

Which two design considerations should be determined at this time? Choose 2 answers

28. Universal Containers reports that any selection in the List widget 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.

Which two changes can an Einstein Consultant implement to solve this issue, given that the steps are using the same dataset? Choose 2 answers

29. A consultant built a very useful Einstein Analytics app for Sales Operations and they want to share its contents with the rest of Global Sales. However, they do not want to add everyone in Sales to their app. The consultant recommends extending the Sales Operations app and distributing it as an Einstein Analytics template app, but needs to locate specific information to get started.

What is the REST API URL where the consultant can find current template apps?

30. An Einstein Analytics team created a funnel chart to show the number of opportunities in each stage. The managers who use the chart report that the funnel shows stages in alphabetical order instead of sales cycle order.

In which two ways can a consultant help them address this issue? Choose 2 answers

31. 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

32. In Einstein Analytics, which node is used in a dataflow to extract data from a registered dataset?

33. Refer to the graphic.

Einstein found a recommendation to improve the story: apparently there are two variables that behave the same.

Given there is no additional information, what is the correct action?

34. What are two core design principles to consider when building Analytics apps or dashboards? Choose 2 answers

35. In an org, some of the Activity records do not have related Opportunity records. Additionally, there are Opportunity records that do not have related Activity records.

Which SAQL statement will fetch all Opportunities, even if they don't have associated Activities, and fetch related Activity data, if it exists?

36. Universal Containers has a Sales Manager dashboard- They have a compare table that displays the count of Customers and the Sum of Annual Revenue per year and per Account type. A consultant is asked to add more groupings to enhance details about their customers.

What is the maximum number of grouping columns that the consultant must be aware of in order to continue using a compare table versus creating the query using SAQL?

37. A consultant wants to optimize data loads by extracting Salesforce objects using independent Einstein Analytics dataflows ahead of time.

Which construct should be used to accomplish this?

38. A consultant is asked to create a dashboard for sales to see the forecasted sales per product family. After gathering the requirements, the consultant decides to leverage the timeseries SAQL statement to predict sales.

Which two actions must be performed when writing the SAQL query? Choose 2 answers

39. The Universal Containers company used Einstein Analytics to create two datasets:

Dataset A: contains a list of activities with an "activitylD" dimension and a "userlD" dimension

Dataset B: contains a list of users with a "userlD" dimension

The team wants to delete from Dataset A all activities related to users in Dataset B.

How can an Einstein Consultant help them achieve this?

40. Which statement best describes how to ensure Einstein Analytics dashboards are easily used across both desktop and mobile devices?

41. A customer wants to change the default blue color on a bar chart.

What is the easiest way to change blue to another color?

42. 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?

43. 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 is populated 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?

44. A consultant built an Einstein Analytics dashboard for a shipping company. The dashboard displays data from several data sources- The consultant enabled data sync (replication) to increase the speed of data refreshing from these sources.

What is the maximum number of dataflow definitions available in this situation?

45. A small Business Intelligence team is overwhelmed with multiple requests to create new dashboards. An option is to use layout templates to help with dashboard development.

What are two advantages of using layout templates? Choose 2 answers

46. A large company is rolling out Einstein Analytics to their field sales. They have a well-defined role hierarchy where everyone is assigned to an appropriate node on the hierarchy.

An individual Sales rep should be able to view all opportunities that she/he owns or as part of the account team or opportunity team. The Sales Manager should be able to view all opportunities for the entire Sales team. Similarly, the Sales Vice President should be able to view opportunities for everyone who rolls up in that hierarchy.

The opportunity dataset has a field called 'Ownerld' which represents the opportunity owner.

Given this information, how can an Einstein Consultant implement the above requirements?

47. The Universal Containers company plans to upload target data from an external tool to Einstein Analytics so they can calculate the Sales team target attainments.

The target data changes every month, so the datasets need to be updated on a monthly basis. The target data is a CSV file that contains the Salesforce ID of the sales representative, the target amount, and the month of the target. For each sales representative, the file contains a target for every month of the current year as well as all previous years.

Based on this information, which operation should a consultant use with the Analytics External Data API to upload the file?

48. What are two benefits of designing using the "Progressive Disclosure" principle? Choose 2 answers

49. 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?

50. A list widget is added to a dashboard with existing charts and tables.

What must be true for the list widget to facet the dashboard charts and tables using widget properties?

51. An Einstein Analytics consultant has been asked to refactor a dashboard so that it loads more quickly. After some analysis, the consultant found that most of the dashboard steps run in less than five seconds; however, the Opportunities Table takes 30 seconds to run.

How can the consultant improve the performance of this dashboard?

52. An Einstein Discovery team created a model to maximize the margin of their sales opportunities. They want to deploy the model to the Opportunity object in order to predict the outcome of every newly created or updated Opportunity.

What are the steps to accomplish this?

53. 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

54. The edgemart transformation gives the dataflow access to an existing, registered dataset that can contain Salesforce data, external data, or a combination of both.

Where is an edgemart transformation specified?

55. A client has a dataset comprised 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?

56. Universal Containers has a dashboard for Sales Managers to visualize the YoY Growth of their customers- The formula used is: YoY = [(This Year - Last Year) / Last Year] %

Based on the graphic, when there is no account in the Last Year column, the YoY Growth shows null results. The Sales Managers want to replace it with 100% value.

What is the correct function to use?

57. 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

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

59. Which Einstein Analytics asset or assets are created when using an App Template to create an app?

60. Exhibit:

A company wants to create a timeline chart to visualize the evolution of their Closed Won Opportunities.

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

61. 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?

62. An Einstein Consultant is implementing encryption for a customer.

Which two statements about Einstein Analytics Encryption are true? Choose 2 answers

63. An Einstein Analytics consultant is notified of a performance issue with data sync (replication). The consultant researches the issue and determines that unnecessary data is being synced.

Which solution should the consultant implement to help improve data sync (replication) performance?

64. After getting approval of the dashboard layout design for a desktop, the Einstein Analytics consultant is ready to start the design process for a mobile layout.

What are three considerations that the consultant should keep in mind when developing the layout? Choose 3 answers

65. 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

66. A consultant is working with a credit card company that needs help with ongoing fraudulent transactions. The company provides a representative sample dataset for the consultant to analyze in Einstein Discovery. The story's initial assessment shows that a third-party payment app is the source of these fraudulent transactions. However, the company rejects this assessment outcome, stating they have not had a partnership with this payment app long enough for it to be a concern.

What is the recommended next step to improve the story outcome?

67. A consultant is asked to configured a user to view a dashboard, within a designated app, without the ability to create and save lenses.

After adding the user to the app, which action should the consultant take to implement this requirement?

68. The client asks an Einstein Consultant to build a dashboard with a chart that shows revenue and quantity of units sold.

Which type of Combo Chart can the consultant use?

69. Which chart type is best suited to track progress of sales revenue that is realized versus the target?

70. The Universal Containers company uses a Microsoft Azure SQL Data Warehouse to gather information about sales representatives' objectives. They want to use Einstein Analytics to gain insights from this data; therefore, they need to automatically load the warehouse's data into an Einstein Analytics dataset on a daily basis. The data also needs to be transformed and merged with data from the company's org.

Which three Einstein Analytics user interface features can be used to complete these requirements? Choose 3 answers

71. A dashboard dataset is growing and the Einstein Analytics consultant notices an impact on performance. The consultant needs to make a few adjustments.

Which three actions can the consultant take to improve dashboard performance? Choose 3 answers

72. A Salesforce administrator wants to create a new dashboard that uses custom geoJSON to display data; however, the administrator is unable to upload the file via the UI.

What should be done?

73. In a story investigating margin, large variations between product groups are dominating the story.

Which action might an Einstein Consultant take to resolve this?

74. A dataset is ready for analysis in Einstein Discovery.

What is the first step a consultant should take after the data is loaded?

75. A company wants to build a webpage that displays KPIs that can be derived from values in datasets stored in Einstein Analytics.

How can an Einstein Analytics consultant derive those KPIs from those datasets?

76. The Vice President of Sales wants to create a "Pipeline Trending" dashboard in Einstein Analytics that displays specific colors depending on the values of the fields.

Which two techniques can a consultant use to help address this requirement? Choose 2 answers

77. 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 2 answers

78. When organizing information in an Einstein Analytics dashboard, what does the "Progressive Disclosure' design principle mean'

79. Which three things can be done with the Einstein Analytics Dashboard Inspector? Choose 3 answers

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

A set of JSON files will be generated after a template is created from the Sales Operations app.

What is the name of the JSON file that manages template metadata and all other template elements?

81. Universal Containers reports that any selection in the List widget 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

82. Exhibit:

A shipping company created a dataset. "Bookll," containing budget per region per month for the first six months 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?

83. Exhibit:

Universal Containers has a Sales Manager dashboard. They need to build a table as shown in the graphic and calculate the summary as the first line in a compare table.

How can the summary be calculated'

84. In a dataset, there are multiple boolean fields. When displayed on any dashboard, the boolean fields should all be displayed in the same 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

85. Exhibit:

Which two statements can be determined based on the Why it Happened graphic above' Choose 2 answers

86. A company uses role hierarchy to implement data security in Salesforce. They want the same role-hierarchy-based security model to apply in Einstein Analytics, but want the users in a role to see data owned by other users in the same role.

Using the "flatten" transformation, which attribute setting achieves this requirement?

87. 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?

88. A Senior 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?

89. 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?

90. "Case with Account" dataset. which contains data from the Case standard object augmented by the Account data.

The company wants to build a lens showing the total number of Opportunities and Cases per Account.

How can a consultant help them build this lens'


 

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