Salesforce Certified Einstein Analytics and Discovery Consultant

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Salesforce Certified Einstein Analytics and Discovery Consultant

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

Metric Radar chart ✘ Scatter chart ✘ Treemap chart ✘ Stacked Bar chart ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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 formula field on the lead object in Salesforce and add it to the dataset ✘ Create a new step in the dashboard using a compare table and define a formula ✘ Create a computeExpression in the dataflow ✘ Create a new step in the dashboard using a compare table and the running total function ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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?

Join data similar to an SQL statement ✘ Join data based on a many-to-many relationship ✘ Add data based on the right-side grain ✘ Add data as a lookup relationship (left side is the lowest grain) ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

An Einstein Analytics team reports that when they start their dataflow it runs successfully with no errors or warnings, but one of the fields does not return values when it is queried. What can be the origin of this issue?

The user who runs the dataflow does not have access to the field ✘ The "Security User Profile" does not have access to the field ✘ The "Integration User Profile" does not have access to the field ✘ The field does not contain any data in Salesforce ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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?

Customize the number format in the number widget properties of the dashboard ✘ Use the XMD node in the dataflow to customize the number format of the field ✘ Add a text widget to the dashboard to indicate Fahrenheit or Celsius ✘ In Explorer, go to the Fields menu and then customize the number format of the measure ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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.

885CB989129A5F974833949052CFB2F2
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 'OwnerId' which represents the opportunity owner. Given this information, how can an Einstein Consultant implement the above requirements?

As part of the dataflow, use computeRelative on the RoleId field to create an attribute called 'ParentRoleIDs' on the opportunity dataset and apply following
security predicate: 'ParentRoleIDs' = = "$User.UserRoleId" || 'OwnerId' = = "$User.Id". ✘ As part of the dataflow, use computeExpression on the RoleId field to create an attribute called 'ParentRoleIDs' on the opportunity dataset and apply followingsecurity predicate: 'ParentRoleIDs' = = "$User.UserRoleId" || 'OwnerId' = = "$User.Id". ✘ As part of the dataflow, use the flatten operation on the role hierarchy and create a multivalue attribute called 'ParentRoleIDs' on the opportunity dataset andapply following security predicate: 'ParentRoleIDs' = = "$User.UserRoleId" && 'OwnerId' = = "$User.Id". ✘ As part of the dataflow, use the flatten operation on the role hierarchy and create a multivalue attribute called 'ParentRoleIDs' on the opportunity dataset andapply following security predicate: 'ParentRoleIDs' = = "$User.UserRoleId" || 'TeamMember.Id' = = "User.Id" || 'OwnerId' = = "$User.Id". ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

The Universal Containers company used Einstein Analytics to create two datasets:
Dataset A: contains a list of activities with an "activityID" dimension and a "userID" dimension
Dataset B: contains a list of users with a "userID" 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?

Use an external ETL tool to extract both datasets and delete records ✘ Use a combination of dataflow transformations: "augment" and "filter" ✘ Use the recipe operation "delete" and set "userID" as the deletion ID ✘ Use the dataflow transformation "delete" and set "userID" as the deletion ID
885CB989129A5F974833949052CFB2F2 ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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 two.)

Timeout for ELT (Extract Load Transform) jobs that are scheduled but not yet executed Maximum number of dataflow definitions Maximum number of objects that can be enabled for data sync (replication) Maximum number of dataflow transformations

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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?

885CB989129A5F974833949052CFB2F2

computeExpression ✘ computeRelative ✘ append ✘ augment ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

10.

When creating a story in Einstein Discovery, do all potential collinear fields need to be removed before executing the build story?

Yes. If the collinear variables are not removed, the Einstein Discovery model build will fail. ✘ 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 fromover-fitting. ✘ Yes. If all collinear variables are not excluded, the model will over-fit and not make any sense. ✘ No. Einstein Discovery is impervious to collinearity, so the story and subsequent model will be fine. ✔

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Answer & Solution

Answer: Option B

Solution:

It provides fallback for IE8.

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