A Tableau CRM consultant is asked to help a company report on their sales activity. The company wants to train some users to create dashboards. They also want another team to only be able to use the dashboards.
What must be configured to address these requirements?

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

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

C. Create two permission sets with different system permissions.

D. Grant “Manage” access permission to the apps.

After getting approval of the dashboard layout design for a desktop, the Tableau CRM 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 three.)

A. If more than one layout is eligible, the one with the most device properties set is used. If there is a tie, the most recently defined layout is used.

B. A layout for mobile is eligible for use when the device meets all the device properties set in the Layout panel.

C. If no layouts are eligible for the mobile device, the first defined layout is used.

D. If no layouts are eligible for the mobile device, an error message will be displayed.

E. There are widgets that cannot be displayed on mobile layouts.

A Tableau CRM consultant has created three recipes that each produce a dataset.
•	Recipe1 creates Dataset1.
•	Recipe2 created Dataset2.
•	Recipe3 creates Dataset3.
Recipe3 is dependent on Dataset1, while Recipe1 and Recipe2 have no dependencies.
How should the consultant implement the recipe schedule?

A. Make Recipe1 and Recipe2 time based, but make Recipe3 event based when the local Salesforce connector has completed.

B. Make all three recipes time based and schedule all of them at the same time, the data manager will automatically run them in the correct order.

C. Make Recipe1 and Recipe2 time based, but make Recipe3 event based when Recipe1 has successfully completed.

D. Make Recipe1 and Recipe2 time based, but make Recipe3 event based when Recipe1 and Recipe2 have successfully completed.

A story created has an AUC of .62.
What two things could be done to possibly improve this AUC score? (Choose two.)

A. Change the order of the story insights to descending.

B. Add more rows of relevant data.

C. Run detect sentiment on the dataflow before creating the story.

D. Segment the training set.

A customer has a dataset consisting of over 300 unique product names. They request a prediction model with the product names included.
Which action should the Einstein Consultant take?

A. Adjust the model to eliminate extreme values in the outcome variable.

B. Use SKU numbers rather than product names to increase clarity.

C. Split the analysis into multiple models with each having fewer products.

D. Run the model using the default variables in the Product object.

A Tableau CRM 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 queries 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?

A. Create a Visualforce page and display a list view of the opportunities on this new page.

B. Create a link to download the list of opportunities as an Excel file.

C. Create a second page on the dashboard and move the table to this new page.

D. Create a second dashboard and move the table to this new dashboard.

The Universal Containers company plans to upload target data from an external tool to Tableau CRM 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?

A. Append

B. Join

C. Overwrite

D. Update

Results from an Einstein Discovery story are reviewed with a business user. They agree with the findings but noticed that none of the fields used in the story have a correlation value greater than 4%. The client is now concerned that the model may not be good enough to deploy.
What are two possible next steps? (Choose two.)

A. Identify additional data that may have a stronger relationship with the outcome variable.

B. Rerun and update the story with a different algorithm.

C. Proceed with deployment if the correlation values are sufficient.

D. Edit the model accuracy settings and rerun the story.

Universal Containers reports that any selection in the List widget is not affecting the Pie chart in one of their Tableau CRM dashboards. The query options associated with the List widget and Pie chart are shown in the graphic.
Which two changes can a Tableau CRM Consultant implement to solve this issue, given that the queries are using the same dataset? (Choose two.)

A. Use selection binding in the filters section of the query “Step_pie_1.”

B. Enable the option “Apply filters from faceting” in the query “Step_pie_1.”

C. Enable the option “Apply filters from faceting” in the query “Region_1.”

D. Use selection binding in the filters section of the query “Region_1.”

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?

A. The list, chart, and table queries must share a common name.

B. The list, chart, and table queries must share common dimensions from different datasets.

C. The list, chart, and table queries must share the same dataset.

D. Chart and table queries must have their own list widgets.

A Tableau CRM consultant receives a new project from a client that wants to implement Tableau CRM. They do not currently have Tableau CRM, 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?

A. Assign the app permissions “viewer,” “editor,” and “manager” to the three types of roles defined.

B. Create and assign three new Salesforce profiles according to the three types of roles defined.

C. Assign “Tableau CRM Explorer” licenses to users that should only view the dashboard, and assign “Tableau CRM Developer” licenses to users that should be able to create datasets and dashboards.

D. Create and assign Salesforce permission sets according to the three types of roles defined.

A company uses role hierarchy to implement data security in Salesforce. They want the same role-hierarchy-based security model to apply in Tableau CRM, but want the users in a role to see data owned by other users in the same role.
Using the "flatten” transformation in a recipe, which attribute setting achieves this requirement?

A. Set the attribute “Include Record ID Column value” to true.

B. Set the attribute “include_self_id” to false.

C. Set the attribute “include_self_id” to true.

D. Set the attribute “Include Record ID Column value” to false.

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

A.

B.

C.

D.

A consultant is tasked with creating one query that shows how many opportunities and cases there are per account. Cases and opportunities are found in two different datasets with a reference to the related Account via the AccountId.
What options do the consultant have in Analytics Studio to create the query?

A. a union statement

B. a fill statement

C. a cogroup statement

D. a cogroup or union statement

A consultant created a Tableau CRM 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 three.)

A. Analytics dashboard connector

B. Analytics External Data API

C. Change sets

D. Analytics REST API

E. Ant Migration Tool

To model customer value, a consultant decided to aggregate the amount ($) individual customers spent over a 2-year span.
With reference to the outcome variable, which action should the consultant take?

A. Create five bins of revenues, ranging from Very High Value, High Value, Average Value, Low Value, and Very Low Value in data prep.

B. Create five bins of revenues, ranging from Very High Value, High Value, Average Value, Low Value, and Very Low Value in dataflow.

C. Select to minimize the outcome variable.

D. Select the option: Are you expecting a whole number greater than or equal to 0?

Universal Containers (UC) sells mostly to the North American market. A consultant is studying the spending habits of UC's customers where the consultant collects the data with a Region column that is 94% North America, 3% Rest of the World, 3% null.
What is the appropriate action to take?

A. Leave the data as-is, let Discovery deal with nulls.

B. Replace the nulls with “Rest of the World” since Discovery rejects nulls.

C. Replace the nulls with North America since they are likely “North America”.

D. Drop the column since there is no valuable information from the column.

Which three parameters are used in a compare table formula field to calculate and display a field as percentage value? (Choose three.)

A. Length

B. Column Name

C. Column Color

D. Format

E. Calculation

A consultant created a dashboard using Tableau CRM for a client, a shipping company. It sources data from very large datasets. Now the client has requested that the consultant add more queries to the dashboard.
What two actions should the consultant take to ensure that the dashboard has acceptable performance? (Choose two.)

A. Replace AggregateFlex queries with SAQL queries.

B. Split the queries and charts into different pages in a dashboard.

C. Avoid using conditional formatting.

D. Check if any query can be reused for multiple purposes.

A Tableau CRM 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?

A. update

B. append

C. join

D. transform

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?

A. coalesce()

B. number_to_string()

C. substr()

D. replace()

After loading data to Einstein Discovery and creating a story, the client asks the Einstein consultant to explain the Unexplained Bar in the "Why does this do better/ worse" chart.
Which explanation is correct?

A. It shows the difference between the predicted outcome and the observed outcome.

B. It only appears for outcomes that do not have an explanation.

C. It should always be 0 or the model should not be used.

D. It displays the difference between the analyzed data and the data not reviewed.

A consultant is creating a Churn Prediction model to identify customers who did not renew their contract.
What is the appropriate action to take?

A. For the Churn Reason field, enable the “This variable contains sensitive data” box because it may contain sensitive customer behavior.

B. Replace nulls in the Churn Reason field as “No reason given”.

C. Exclude the Churn Reason field from the dataset.

D. Exclude active customers (customers who have not churned) from the training dataset since their Churn Reason field are nulls.

A Tableau CRM 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?

A. computeExpression

B. augment

C. computeRelative

D. append

Which three statements are true regarding sharing inheritance? (Choose three.)

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

B. 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.

C. When sharing inheritance is enabled, security predicates are ignored.

D. Sharing inheritance supports a foreign key for enforcing security.

E. Sharing inheritance supports Account, Campaign, Case, Contact, Opportunity, Lead, Order, and User. If you use custom objects, you must use security predicates for those.

A company's Salesforce org has multi-currency enabled. This company's business intelligence team used Tableau CRM 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 Tableau CRM, in which currency will the Amount values be shown?

A. In the integration user’s currency

B. In the currency that is set on the “currency” attribute in the dataflow

C. In the currency that is set on the “currency” attribute in the dataset

D. n the connected user’s currency

What are two benefits of designing using the "Progressive Disclosure" principle? (Choose two.)

A. Improved ease of use for end users

B. Discounted EA licenses when growth is achieved

C. Better dashboard performance

D. Automatic conditional formatting

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?

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

B. 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

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

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

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

A. edgemart

B. export

C. sfdcDigest

D. sfdcRegister

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 a Tableau CRM Consultant use to accomplish this task?

A. XMD

B. Customize tooltip

C. Compare Table

D. Chart Markers

A training dataset is being prepared for an Einstein Discovery story. One of its predictor (input) fields is skewed with outliers.
What action should the Einstein consultant take?

A. Change the method of binning to fixed width.

B. Nothing, because the field is not the outcome variable.

C. Remove the outlier rows.

D. Remove the field because it has bad data.

A Tableau CRM team plans to enable data sync (replication).
Which limit is specific to data sync (replication) and should be considered before enabling the feature because it might impact existing jobs?

A. Maximum number of dataflow transformations

B. Maximum number of recipes allowed

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

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

A consultant plans to extract an Opportunity object for training and wants to create a story to identify opportunities that are likely to be won.
Which two actions should the consultant take to prepare the training dataset? (Choose two.)

A. Exclude IsClosed (FALSE).

B. Maximize on IsWon (TRUE).

C. Include opportunities that are in all stages for completeness.

D. Include StageName because this field is highly correlated to IsWon (True).

A consultant wants to optimize data loads by extracting Salesforce objects using independent Tableau CRM dataflows ahead of time.
Which construct should be used to accomplish this?

A. Clone

B. Dataflow

C. Data Sync (Replication)

D. Augment

When creating a story in Einstein Discovery, a client is wondering if all potential collinear fields need to be removed before executing the build story.
What would accurately answer the client's question?

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

B. Yes. If all collinear variables are not excluded, the model will overfit and not make any sense.

C. 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 overfitting.

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

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?

A. Assign the Editor role to the user.

B. Assign the Manager role to the user.

C. Assign the Viewer role to the user.

D. Ensure the user has the Use Analytics permission.

A company wants to allow users who belong to an account team to see all the Opportunities associated with that Account in Tableau CRM.
Which two actions accomplish this requirement? (Choose two.)

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

B. Apply sharing inheritance.

C. In the dataflow, extract the AccountTeamMember object and augment it with the Opportunity object using ‘AccountId’ as the join field and apply following security predicate: ‘AccountTeamMember.UserId’ == “$User.Id”.

D. In the dataflow, extract the OpportunityTeamMember object and augment it with the Opportunity object using ‘OpportunityId” as the join field and apply the following security predicate: ‘OpportunityTeamMember.UserId’ == “sUser.Id”.

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?

A. Cancel this story and redefine the dataset.

B. Retain amount; not knowing the size of a deal makes it hard to predict if will be won.

C. Do nothing; they appear to be similar, but there might be differences from the business perspective.

D. Retain promotion; it is an actionable variable and without it, we cannot recommend prescriptive actions.

A consultant built a Tableau CRM 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 a Tableau CRM 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?

A. Create a configuration wizard for the app.

B. Ensure the Sales team has the necessary permissions to customize their apps.

C. Update contents in the Sales Operations app and changes will be pushed down to its generated apps.

D. Update contents in the Sales Operations app and create new template versions of the app.

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 a Tableau CRM dataset on a daily basis.
The data also needs to be transformed and merged with data from the company's org.
Which three Tableau CRM user interface features can be used to complete these requirements? (Choose three.)

A. Microsoft Azure SQL Data Warehouse Connector

B. Recipes

C. Dataflow

D. Tableau CRM Connector for Excel

E. Analytics REST API

Universal Containers has a Dashboard for Sales Managers. They need to visualize their win rate.
Which chart type can be used to keep track if they are below or beyond the target?

A. Metric Radar

B. Heatmap

C. Line

D. Gauge

A new field called "CardBalance" is added to the standard object, Account. The team wants to add this new field to a Tableau CRM 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 a Tableau CRM Consultant help them implement this new requirement?

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

B. 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.

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

D. Add the new field to the existing dataset and activate “Sharing inheritance” in the Account object so only users who have access to the field in Salesforce will have access in Tableau CRM.

The client asks a Tableau CRM 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?

A. Grid over Bar

B. Line over Bar

C. Line over Scatter Plot

D. Line over Stacked Bar

A Tableau CRM 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?

A. The “Integration User Profile” does not have access to the field.

B. The field does not contain any data in Salesforce.

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

D. The “Security User Profile” does not have access to the field.

A Tableau CRM Consultant is implementing encryption for a customer.
Which two statements about Tableau CRM Encryption are true? (Choose two.)

A. Bring Your Own Key is not supported.

B. By default, the same keys are used to encrypt data in Tableau CRM as are used to encrypt data in Salesforce objects.

C. When Tableau CRM Encryption is enabled, all newly registered datasets are encrypted at rest.

D. The customer’s org must have a Shield Platform Encryption tenant secret.

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?

A. 4

B. 8

C. unlimited

D. 10

A Tableau CRM Consultant is implementing encryption for a customer.
Which two statements about Tableau CRM Encryption are true? (Choose two.)

A. By default, the same keys are used to encrypt data in Tableau CRM as are used to encrypt data in Salesforce objects.

B. The customer’s org must have a tenant secret persisted in the Shield Platform key management store.

C. When Tableau CRM Encryption is enabled, all newly registered datasets are encrypted at rest.

D. Bring Your Own Key is supported only if replication is enabled.

The Universal Containers company uses Tableau CRM to build dashboards for different departments: Sales, Service, and Marketing, Users for the same department have the same role and need to have access to the same dashboards. Dashboards for different departments use some common datasets with the same row-level security.
How can a Tableau CRM address this need?

A. Create one application for each department, put common datasets in the shared app, and use profiles to share applications.

B. Create one application for each department, put common datasets in the shared app, and use roles to share applications.

C. Create one application for each department, put common datasets in the shared app, and use permission sets to share applications.

D. Create one application for each department and use roles to share applications

The Tableau CRM team at a company creates three recipes.
1) myRecipeOne: this recipe takes 2 hours to run.
2) myRecipeTwo: this recipe takes 1 hour and 30 minutes to run.
3) myReapeThree: this recipe takes 1 minute and 30 seconds to run.
If all three recipes run, how many count towards the 24 hour rolling recipe run limit?

A. 0

B. 1

C. 2

D. 3

A consultant has created a story to maximize the daily sales quantity of consumer products in stores. After creating a story, the consultant is presented with this recommendation by Einstein Discovery (see graphic).
What are two appropriate actions to take? (Choose two.)

A. Remove the outliers as suggested by Einstein and deploy the model.

B. Remove the outliers as suggested by Einstein, and verify using model metrics and story insights if the quality improved.

C. Discuss with the client if values below 0 and above 2,489 are so uncommon that they should perhaps be left out of the story.

D. Manually remove the sales below 0 (negative sales must be a data issue), but keep the large values (the more data, the better the model will be).