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Salesforce TABLEAU-CRM-AND-EINSTEIN-DISCOVERY-CONSULTANT Exam Overview:

Aspect Details
Exam Cost $400 USD
Total Time 105 minutes
Available Languages English, Japanese
Passing Marks 65%
Prerequisites Salesforce Certified Administrator
Exam Format Multiple Choice (MCQ)
Certification Validity 2 years
Retake Policy After 15 days of the first attempt
Exam Provider Salesforce
Exam Code TABLEAU-CRM-AND-EINSTEIN-DISCOVERY-CONSULTANT

Salesforce Tableau CRM Einstein Discovery Consultant Exam Topics Breakdown

Domain Percentage Description
Discovery 30% Understanding Einstein Discovery concepts and features
Data Sources 25% Integration and data preparation for Einstein Discovery
Analytics 20% Creating and optimizing analytics in Tableau CRM
Deployment 15% Deployment strategies and best practices
Maintenance 10% Monitoring and maintaining Tableau CRM solutions

Salesforce Tableau-CRM-and-Einstein-Discovery-Consultant Frequently Asked Questions

Salesforce Tableau-CRM-and-Einstein-Discovery-Consultant Sample Question Answers

Question # 1

How many concurrent stories per org are allowed?

A. 5
B. 4
C. 2
D. 1

Question # 2

A dataset is ready for analysis in Einstein Discovery.What is the first step a consultant should takeafter the data is loaded?

A. Identify data types and define the appropriate data as numeric.
B. Analyze data columns and decide which, if any, to drop.
C. Produce a graph of the data to analyze.
D. Load the data into Einstein Analytics

Question # 3

In the Insights list, insights are ranked in what order?

A. Time
B. Geospatial
C. Statistical significance
D. Alphabetical
E. There is no order

Question # 4

A consultant built an Einstein Analytics app for the Sales Operations team. The SalesOperations team wants to sharetheir app with other people at the company. The consultantrecommends distributing the app as an Einstein Analytics template app.What can the consultant do to give the Sales team more choices and options with futureapps that are generated from the SalesOperations app'

A. Update contents in the Sales Operations app and changes will be pushed down to itsgenerated apps.
B. Ensure the Sales team has the necessary permissions to customize their apps.
C. Create a configuration wizard for the app.
D. Update contents in the Sales Operations app and create new template versions of theapp.

Question # 5

An Einstein Analytics consultant has been asked to refactor a dashboard so that it loadsmorequickly. After some analysis, the consultant found that most of the dashboard stepsrun 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 asecond page on the dashboard and move the table to this new page.
B. Create a link to download the list of opportunities as an Excel file.
C. Create a Visualforce page and display a list view of the opportunities on this new page.
D. Create a seconddashboard and move the table to this new dashboard.

Question # 6

The client asks an Einstein Consultant to build a dashboard with a chart that showsrevenue and quantity of units sold. Which type of Combo Chart can the consultant use?

A. Line over ScatterPlot
B. Grid over Bar
C. Line over Bar
D. Line over Stacked Bar

Question # 7

A small Business Intelligence team is overwhelmed with multiple requests to create newdashboards. An option is to use layout templates to help with dashboard development.What are two advantages of using layout templates? Choose 2 answers

A. Layout templates are equipped withdesign best practice, such as optimally positionedKPIs and filters
B. Layout templates are fast to create because they are fixed and read-only
C. Layout templates offer a consistent end user experience
D. Layout templates offer a universal layout thus reducing the hours spent on design

Question # 8

A shipping company created a dataset. "Bookll," containing budget per region per monthfor the first six months of 2018. The dataset is shown in the graphic. Now, they want tocreate a lens showing the totalbudget for each region for each month. Every combination ofregion 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?

A. Use a SAQL query leveraging the "fill" statement with a"partition" parameter.
B. Use a SAQL query to create fake rows for any data that is missing data from thedataset.
C. Use a "Compare Table" and use the "Show summary" option.
D. Use a "Compare Table" and add a column leveraging the "Running Total" function.

Question # 9

What is another name for the type of insight that examines how one variable explainsvariation of the outcome variable?

A. First-order analysis
B. Second-order analysis
C. Third-order analysis
D. Spectrum analysis
E. Object-oriented analysis

Question # 10

An EinsteinAnalytics team wants to create a dashboard using two standard Salesforceobjects. The dashboard should display data from the Case object, along with related datafrom the Account object. Which two processes can achieve this?

A. Extract data from the case and account objects using "sfdcDigest" transformation, Q use"append" transformation to add case data with account data, store as a dataset, and thenbuild a dashboard using the generated dataset
B. Extract data from the case and account objects using an ETL tool, use the ETL tool to y/Q join account and case data, and then upload the data to Einstein Analytics. Build adashboard using the ETL generated dataset
C. Extract data from the case and account objects using "sfdcDigest" transformation, y/ Quse"augment" transformation to add case data with account data, store as a dataset, andthen build a dashboard using the generated dataset
D. Extract data from the case and account objects using "dataloader", create a CSV file Qwith account and case data,and then upload the CSV as a dataset to Einstein Analytics.Build a dashboard using that dataset

Question # 11

Timeout for ETL jobs that have been scheduled but not executed

A. 5 minutes
B. 15 minutes
C. 20 minutes
D. 10 minutes

Question # 12

Universal Containers reports that any selection in the List widget is not affecting the Piechart in one of their Einstein Analytics dashboards. The step options associated with theList widget and Pie chart are shown in the graphic Which two changes can an Einstein Consultant implement to solvethis issue, given that thesteps are using the same dataset? Choose 2 answers

A. Use selection binding in the filters section of the step "Step_pie_1."
B. Enable the option "Apply filters from faceting" in the step "Region_1."
C. Enable the option "Applyfilters from faceting" in the step "Step_pie_1."
D. Use selection binding in the filters section of the step "Region_1."

Question # 13

The Vice President of Sales wants to create a "Pipeline Trending" dashboard in EinsteinAnalytics that displays specific colors depending on the values of the fields.Which two techniques can a consultant use to help address this requirement? Choose 2answers

A. Use an XMD file and assign colors to each field value.
B. Use SAQL queries to calculate a color field and assign it to each field value.
C. Use a compute Expression to calculate a color field and assign it to eachfield value.
D. Use the "fields" menu when exploring the dataset and assign colors to each field value.

Question # 14

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

A. No. Einstein Discovery is impervious to collinearity, so the story and subsequent modelwill be fine.
B. No. Although it is ideal to eliminate collinearity as soon as possible, Einstein will give awarning post-build and the ridge regression will prevent collinearity from over-fitting.
C. yes. If all collinear variables are not excluded, the model will over-fit and not make anysense.
D. Yes. If the collinear variables are not removed, the Einstein Discovery model build willfail.

Question # 15

What are the 3 basic actions within aquery in Analytics? Choose 3:

A. Aggregate by a measure
B. Count rows by measure you want to visualize.
C. Filter to narrow down your results.
D. Grouping by a dimesnsion
E. Display the results graphically

Question # 16

What are the two types of bindings? Choose 2:

A. Results binding
B. Data bindings
C. Descriptionbindings
D. Selections bindings

Question # 17

A data architect wants to use a dataflow transformation to implement row-level security thatis based on role hierarchy in Salesforce. Which transformation should be used to level thedataset hierarchy'

A. digest transformation
B. flatten transformation
C. delta transformation
D. sfdcDigest transformation

Question # 18

Permissions of which 2 internal users are used by Analytics to gain access to Salesforcedata?

A. Each user has a corresponding Profile assigned (Analytics Cloud Integration User andAnalytics Cloud Security User profiles).
B. 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.
C. Analytics uses the permissions of the Integration User to extract datafrom Salesforceobjects and fields when a dataflow job runs.

Question # 19

A company used Einstein Analytics to create two datasets:1. "Opportunity With Account- dataset, whichcontains data from the Opportunity standardobject augmented by the Account data.2. "Case with Account" dataset. which contains data from the Case standard objectaugmented by the Account data.The company wants to build a lens showing the total numberof Opportunities and Casesper Account. How can a consultant help them build this lens'

A. Create a recipe to generate a new dataset from the "OpportunityWithAccount" and"CaseWithAccount" datasets aggregated by Account, and use the generated dataset inalens.
B. Use "Compare Table" to join the "OpportunityWithAccount" and "CaseWithAccount"datasets using the "Accountld" and then aggregate by Account.
C. Set up Connect Data Sources in the UI between the "OpportunityWithAccount" and"CaseWithAccount" datasets.
D. Use a SAQL query to group and join the "OpportunityWithAccount" and"CaseWithAccount" datasets then generate the results.

Question # 20

A Senior Sales Business Analyst asks for a dashboard that contains fiscal year productopportunities. Information is maintained ina spreadsheet which is comprehensive, but itscontents often need to be explained. After sketching the dashboard, the consultant is readyto start building.Which concept should be applied to this dashboard?

A. Limit widget actions and exploration so userswill focus only on the high-levelinformation.
B. Use the different chart types to make the dashboard interesting and appealing.
C. Design the dashboard with the desktop in mind and use the same layout for mobiledevices for consistency.
D. Use charts tohelp users ask questions, not illustrate a conclusion.

Question # 21

In the context of Analytics, what is faceting?

A. Representing the number of widgets on a dashboard
B. Filtering all related widgets in a dashboard by your selection
C. Something onlyprogrammers can access
D. Measuring the number of significant digits of precision for a particular metric
E. Choosing the color of the background in a graph

Question # 22

What is another name for the type of insight that examines how one variable explainsvariation of the outcome variable?

A. Third-order analysis
B. Object-oriented analysis
C. Second-order analysis
D. First-order analysis
E. Spectrum analysis

Question # 23

A client has a dashboard for Sales Managers. They want to have a list filter that shows thename of the month. However, based on the "CloseDate_Month" field, the list filtershowsnumbers instead of names.How can an Einstein Consultant use the Dataflow nodes to generate the name of month asa new dimension in the dataset?

A. flatten
B. compute Relative
C. compute Expression
D. append

Question # 24

What are two core design principles to consider when building Analytics apps ordashboards? Choose 2 answers

A. Emphasis: make sure they have space for important information, such as headlines andkey charts.
B. Clarity: make sure they are uncluttered and easy to interpret.
C. Consistency: make sure they have a sense of familiarity to strengthen your users' easeof use.
D. Balance: make sure they have a balance of different charts to get a more interestingdesign.

Question # 25

The Universal Containers company plans to upload target data from an external tool toEinstein 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 monthlybasis. The target data is a CSV file that contains the Salesforce ID of the salesrepresentative, the target amount, and the month of the target. For each salesrepresentative, the file contains a target for every month of the current year as well as allprevious years.Based on this information, which operation should a consultant use with the AnalyticsExternal Data API to upload the file?

A. Update
B. Append
C. Overwrite
D. Upsert

Question # 26

In Einstein Discovery:

A. 'What Is The Difference' insights are comparative insights that help you betterunderstand the relationships between explanatoryvariables and the goal (target outcomevariable) in your story. These insights, based on a statistical analysis of your dataset, helpyou figure out which factors contribute to the biggest changes in the outcome variable.Einstein Discovery uses waterfallcharts to help you visualize comparisons in What Is TheDifference insights.
B. 'Why It Happened' insights help you take a deeper look into the exact factors that led toan outcome. Why It Happened s/ Q insights drill deeper into the various factors thatcontributed to your story's goal. These insights are based on a statistical analysis of yourdataset. Einstein Discovery uses waterfall charts to help you visualize Why It Happenedinsights.
C. 'Predictions and Improvements' insights help you explore what might happen in thefuture. For example, you can interactively perform "what if analyses in your story. EinsteinDiscovery provides you with predictions and suggested improvements based on astatistical analysis of your dataset and predictive analytics.To help you visualize theseinsights, Einstein Discovery uses:- waterfall charts for predictions- bar charts for suggested improvements
D. 'What Happened' insights are the primary insights in your story. They are descriptiveinsights that help you explore, at an y/ Q overview level, what factors contributed to theoutcome, based on a statistical analysis of your dataset. .Einstein Discovery uses barcharts to help you visualize What Happened insights.

Question # 27

A consultant is asked to configured a user to view a dashboard, within a designated app,without theability to create and save lenses.After adding the user to the app, which action should the consultant take to implement thisrequirement?

A. Assign the Manager role the user
B. Ensure the user has the Analytics permission
C. Assign the Editor role the user
D. Assign the view role to the user

Question # 28

Which three things can be done with the Einstein Analytics Dashboard Inspector? Choose3 answers

A. Automatically remove bottlenecks tomake queries run faster.
B. Get a list of recommendations on how to improve the performance of the dashboard.
C. View all queries and the time it took to run each one.
D. View the total time required to run all queries.
E. See the final query for each stepalong with query results.

Question # 29

Which chart type is best suited to track progress of sales revenue that is realized versusthe target?

A. Bar chart
B. Flat gauge
C. Pivot table
D. Pie chart

Question # 30

A consultant built a very useful Einstein Analytics app for Sales Operations, and they wantto share its contents with the rest of Global Sales. However, they do not want to addeveryone in Sales to their app. The consultant recommends extending the SalesOperations app and distributing it as an Einstein Analytics template app, but needs tolocate specific information to get started. Given the code statement above, which endpoint should it be posted to?

A. /services/data/v . /wave/apps
B. /services/data/v . /analytics/wizard
C. /services/data/v . /wave/templates
D. /services/data/v . /analytics/projects

Question # 31

The Universal Containers company uses a Microsoft Azure SQL Data Warehouse to gatherinformation about sales representatives' objectives. They want to use Einstein Analytics togain insights from this data; therefore, they need to automatically load the warehouse'sdata into an Einstein Analytics dataset on a daily basis. The data also needs to betransformed and merged with data from the company's org.Which three Einstein Analytics user interface features can be used to complete theserequirements? Choose 3 answers

A. Dataflow
B. Microsoft Azure SQL Data Warehouse Connector
C. Einstein Analytics Connector for Excel
D. Recipes
E. Analytics REST API

Question # 32

In a dataset, there are multiple boolean fields. When displayed on any dashboard, theboolean fields should all be displayed in the same way: a value of true should result in thedisplay of the word "Yes" in green; a value of false shouldresult in the display of the word"No" in red.In which two ways can this be accomplished? Choose 2 answers

A. Download the XMD for the dataset and change the values and color for the fields andthen upload to the dataset.
B. In the explorer, select the boolean fields and use the "edit values" option on the fields tochange values and colors.
C. Create an XMD node in the dataflow to change the label and color of the values in thefields.
D. In the explorer, select the boolean fields, then create a derived dimension thatreferences the boolean fields, and then modify the values and colors of the deriveddimension.

Question # 33

After loading data to Einstein Discovery andcreating a story, the client asks the EinsteinConsultant to explain the "Unexplained Bar" in the "Why it Happened" chart.Which explanation is correct?

A. It should always be 0 or the model should not be used.
B. It shows the difference between the predicted outcome and the observed outcome.
C. It displays the difference between the analyzed data and the data not reviewed.
D. It only appears for outcomes that do not have an explanation.

Question # 34

Default rows in values table

A. 100
B. 200
C. 50
D. 75

Question # 35

A consultant built a very useful Einstein Analytics app for Sales Operations and they wantto share itscontents with the rest of Global Sales. However, they do not want to addeveryone in Sales to their app. The consultant recommends extending the SalesOperations app and distributing it as an Einstein Analytics template app, but needs tolocate specific information to get started.What is the REST API URL where the consultant can find current template apps?

A. /services/data/v##.#/wave/apps
B. /services/data/v##.#/analytics/wizard
C. /services/data/v##.#/wave/templates
D. /services/data/v##.#/analytics/projects

Question # 36

A dashboard dataset is growing and the Einstein Analyticsconsultant notices an impact onperformance. The consultant needs to make a few adjustments.Which three actions can the consultant take to improve dashboard performance? Choose 3answers

A. Reorganize the dashboard widgets.
B. Distribute steps among separate pages.
C. Use SAQL code to join datasets at runtime.
D. Replace separate step filters with a global filter.
E. Move calculations to a dataflow.

Question # 37

Which security option is not available in Einstein Analytics for securing datasets?

A. Inherited security
B. Row-level security with security predicates
C. Field-level security
D. App level security

Question # 38

What kind of insight is "What Is The Difference"?

A. Descriptive
B. Diagnostic
C. Predictive
D. Prescriptive
E. Selective

Question # 39

The Universal Containers Einstein Analytics team built a dashboard with two widgets:1. List widget associated to the step "Type_2" and grouped by the dimension "Type" (multiselection)2. 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 filterthe 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. Option A
B. Option B
C. Option C
D. Option D

Question # 40

Benito has Viewer access to a new EinsteinAnalytics app. He wants to build and edit adashboard using the Seed Bank dataset in this new app. What must an admin do for Benitoto do this?

A. Grant Benito access to all datasets in the org.
B. Assign Benito a permission set that contains the permission: Create and Edit AnalyticsDashboards.
C. Grant Benito access to the app that contains the Seed Bank dataset and assign him apermission set that contains the Create and Edit Analytics Dashboards permission.
D. Assign Benito a permission set that contains the permission: Create and ManageAnalytics Apps.

Question # 41

A consultant is working with the client to define goals and metrics for an app that will bebuilt. The consultant decides to base the dashboards on personas and is in the designphase prior to starting the actual build.Which two design considerations should be determined at this time? Choose 2 answers

A. Which fonts to use for headers and body text
B. Which charts to use to best support the defined goal
C. How many charts should be allowed on a single dashboard
D. Which colors to use and how to use them

Question # 42

An Einstein Analytics consultant is asked to add a new SalesTax field to a Product Salesdataset. The formula to calculate SalesTax is (SubTotal'CountyTax).Which node should the consultant use in a Dataflow to calculate and insert SalesTax to thedataset?

A. append
B. computeExpression
C. augment
D. computeRelative

Question # 43

An insurance company has many Einstein Analytics dashboards that show the influence ofweather, such as atmospheric temperature, on customer cases. A service agentcommented that it is sometimes difficult todetermine, by looking at a dashboard, whetherthe 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 thedashboards?

A. Add a text widget to the dashboard to indicate Fahrenheit or Celsius.
B. Use the XMD node in the dataflow to customize the number format of the field.
C. Customize the number format in the number widget properties of the dashboard.
D. In Explorer, go to the Fields menu and then customize the number format of themeasure.

Question # 44

An Einstein Consultant receives a new project from a client that wants to implementEinstein Analytics. They do not currently have Einstein Analytics, but wantguidance aroundhow to ensure that their users have correct access.They have 1000 users with a small team of three people who will build datasets anddashboards. An additional 15 people should be able to create dashboards. The remainingusers should onlybe able to view dashboards.Which recommendation should the consultant give the client?

A. Create and assign Salesforce permission sets according to the three types of rolesdefined.
B. Assign the app permissions "viewer/' "editor," and "manager" to the three types of rolesdefined.
C. Create and assign three new Salesforce profiles according to the three types of rolesdefined.
D. Assign "Einstein Analytics Explorer" licenses to users that should only view thedashboard, and assign "Einstein Analytics Developer" licenses to users that should be ableto create datasets and dashboards.

Question # 45

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

A. The model is very strong. A GINI coefficient of .535 shows that this model is veryeffective.
B. The model is pretty good; the accuracy rating of .7597 means we can predict both winsand losses at a fairly high rate.
C. The strength of the model cannot be determined with the metrics shown.
D. The model is very weak and doesn't provide useful predictions due to the low threshold.

Question # 46

In the list of insights, the first insights that you see are the ones that explain, statistically,the most variation in the outcome variable. The insights that appear later, as you scrollthrough the story, explain variables that, statistically, account for less of the variation in theoutcome variable.When you select one variable, what are you comparing?

A. Selected variable with CLV
B. Selected variable average with the mean 
C. Selectedvariable with a different variable
D. Selected variable average with the filtered average
E. Selected variable with all story data

Question # 47

Can you share dashboards with others in your org?

A. 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.
B. Click on the "Share" icon on the lens. From there, you can set up sharing options, post adashboard screenshot to Chatter, get a URL to share, or download a screenshot
C. No, you can't share dashboards.
D. Click on the "Share" icon on the dataset.

Question # 48

A company created a dataset called myExternalDataset. It contains a dimension, calledUserRegion, that is populated by the standard User object's picklist: Region.The company has security requirementsfor this dataset:1. Only a subset of users should be able to access the dataset.2. Users who can access the dataset should see only data that belongs to their regionIn which two ways can an Einstein Analytics consultant help them implement theserequirements? Choose 2 answers

A. Save the dataset under "My Private App" so only a subset of selected users can accessthe dataset.
B. Use a security predicate in the dataset so users can see only rows belonging to theirrespective regions.
C. Create asharing rule in Salesforce based on the Region field in the user object and setthe dataset to inherit sharing from Salesforce.
D. Save the dataset under a new application and give "viewer" access to a public groupcontaining the list of users allowed to see the dataset.

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