Einstein Analytics Certification Questions

Question 1 of 200

1

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?

Select one of the following:

As part of the dataflow, use the flatten operation on the role hierarchy and create a multivalue attribute called 'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" && 'Ownerld' == "SUser.Id".
As part of the dataflow, use computeExpression on the Roleld field to create an attribute called
'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" || 'Ownerld' == "$User.Id".
As part of the dataflow, use computeRelative on the Roleld field to create an attribute called
'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" || 'Ownerld' == "$User.Id".
As part of the dataflow, use the flatten operation on the role hierarchy and create a multivalue attribute called 'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" || TeamMember.Id' == "$User. Id" || 'Ownerld' == "SUser.Id".

Explanation

Question 2 of 200

1

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

Select one of the following:

What Changed Over Time
How Can I Improve It
Predictions & Improvements
Why It Happened
What Happened

Explanation

Question 3 of 200

1

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?

Select one of the following:

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.

Explanation

Question 4 of 200

1

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?

Select one of the following:

Add the system permission "Manage Analytics Custom Maps" to the permission set used.
Enable "Custom maps with geoJSON" in the analytics settings.
Upload the geoJSON via the API because it is not a function in the UI.
Contact Salesforce support and request to get custom maps and geoJSON enabled for the org.

Explanation

Question 5 of 200

1

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?

Select one of the following:

It is the template.
It is the instance.
It is the master.
It is the target.

Explanation

Question 6 of 200

1

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 scroll through the story, explain variables that, statistically, account for less of the variation in the outcome variable.

When you select one variable, what are you comparing?

Select one of the following:

Selected variable with CLV
Selected variable average with the mean
Selected variable with a different variable
Selected variable average with the filtered average
Selected variable with all story data

Explanation

Question 7 of 200

1

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?

Select one of the following:

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 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 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.

Explanation

Question 8 of 200

1

A data architect wants to use a dataflow transformation to implement row-level security that is based on role hierarchy in Salesforce. Which transformation should be used to level the dataset hierarchy'?

Select one of the following:

digest transformation
flatten transformation
delta transformation
sfdcDigest transformation

Explanation

Question 9 of 200

1

Mosaic recently hired a new development coordinator, Zoe. First, Danielle grants Zoe the Einstein Analytics Platform license, but Zoe reports that she still can't access Einstein Analytics. What could be the problem?

Select one of the following:

An admin hasn't run a dataflow.
Danielle still needs to grant Zoe a permission set containing the Manage Analytics permission.
Danielle didn't share the Mosaic app with Zoe in Einstein Analytics.
Danielle still needs to grant Zoe a permission set containing the Use Analytics permission.

Explanation

Question 10 of 200

1

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?

Select one of the following:

/services/data/v##.#/wave/apps
/services/data/v##.#/analytics/wizard
/services/data/v##.#/wave/templates
/services/data/v##.#/analytics/projects

Explanation

Question 11 of 200

1

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?

Select one of the following:

ui.json
template-to-app-rules.json
master- info.j son
template-info.json

Explanation

Question 12 of 200

1

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?

Select one of the following:

Assign the Manager role the user
Ensure the user has the Analytics permission
Assign the Editor role the user
Assign the view role to the user

Explanation

Question 13 of 200

1

What are predictive insights good for?

Select one of the following:

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

Explanation

Question 14 of 200

1

What are Einstein Analytics prebuilt permission sets? Select 2:

Select one or more of the following:

Einstein Analytics Platform Admin
Einstein Analytics Platform User
Einstein Analytics
Einstein Analytics Superadmin

Explanation

Question 15 of 200

1

What kind of org should you use for checking challenges when you do Trailhead modules about Analytics?

Select one of the following:

An enterprise org, because that type of org is typically used by large companies
A trial org, because you don't need to save anything
A Developer Edition org, because it's a free, safe environment where you can try things out
A higher education org, because analytics requires advanced math

Explanation

Question 16 of 200

1

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

Select one or more of the following:

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 create a connection to connect the two widgets.
Use selection binding in the filters section of the step "Type_l."

Explanation

Question 17 of 200

1

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

Select one of the following:

Change a field's name
Change a field's format
Change a field's type
All of the above

Explanation

Question 18 of 200

1

Which of the following are requirements for enabling Analytics for Communities?

Select one of the following:

Wait at least 3 days after purchase.
Have a Customer Community Plus or Partner Community license.
Be nominated by your community peers.
Assign your community members the Analytics for Communities permission set license.
(B&D)Have a Customer Community Plus or Partner Community license.
&
Assign your community members the Analytics for Communities permission set license.

Explanation

Question 19 of 200

1

What are the steps in the data exploration process?

Select one of the following:

View, Explore, Refine, Save, Share
View, Explore, Reduce, Save, Share
Download, View, Refine, Save, Share

Explanation

Question 20 of 200

1

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?

Select one of the following:

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

Explanation

Question 21 of 200

1

Yasmine wants to create a lens with the Seed Bank Orders dataset, but she currently doesn't see any rows in the dataset. Since Yasmine is Hadiqa's manager, Yasmine asks Hadiqa if she's experiencing the same problem, but Hadiqa replies that she can see all the rows. Why is this happening?

Select one of the following:

The dataset's security predicate was set up incorrectly.
Yasmine doesn't have the Manager app role.
Yasmine wasn't assigned a permission set.
Yasmine doesn't have the Create and Edit Analytics Dashboards permission.

Explanation

Question 22 of 200

1

What does Einstein Analytics check when a user submits a query against a dataset?

Select one of the following:

Whether the user has access to the app
Which fields the user has access to
If the user has access to the dataset
Which rows the user has access to

Explanation

Question 23 of 200

1

Maximum concurrent API Analytics calls per org

Select one of the following:

200
500
100
50

Explanation

Question 24 of 200

1

What is the order of filter, limit, order and offset functions in SAQL?

Select one of the following:

Filter and order can be interchanged. Offset must be after filter/order and limit must come after offset.
Offset can be anywhere, but filter/order and limit must come after offset. Filter and order can be interchanged.

Explanation

Question 25 of 200

1

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?

Select one or more of the following:

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 JSON.

Explanation

Question 26 of 200

1

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

Select one or more of the following:

Layout templates offer a consistent end user experience.
Layout templates are fast to create because they are fixed and read-only.
Layout templates fdcDigest transformation offer a universal layout thus reducing the hours spent on design.
Layout templates are equipped with design best practices, such as optimally positioned KPIs and filters.

Explanation

Question 27 of 200

1

Why are insights in the Unrelated category important?

Select one of the following:

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 with related variables. It might have more to do with global effects.

Explanation

Question 28 of 200

1

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?

Select one of the following:

/services/data/v##.#/wave/apps
/services/data/v##.#/analytics/wizard
/services/data/v##.#/analytics/projects
/services/data/v##.#/wave/templates

Explanation

Question 29 of 200

1

What does the Division is Naval section of the waterfall graph tell you?

Select one of the following:

How combinations of factors affect the CLV for Naval customers
How individual factors separately affect the outcome for Naval customers
What the relationship is between significant and insignificant factors as they impact CLV for Naval customers
How the chosen variable is related to all other factors in the model for Naval customers

Explanation

Question 30 of 200

1

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?

Select one of the following:

Update
Append
Overwrite
Upsert

Explanation

Question 31 of 200

1

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

Select one of the following:

Yes
No

Explanation

Question 32 of 200

1

What do you have to assign to users before they can access Analytics?

Select one of the following:

Analytics permission set license (PSL)
Permission set with at least one Analytics user permission
Username and password
(A & B) Analytics permission set license (PSL) & Permission set with at least one Analytics user permission
(B & C) Permission set with at least one Analytics user permission & Username and password

Explanation

Question 33 of 200

1

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

Select one of the following:

Descriptive
Diagnostic
Predictive
Prescriptive
Selective

Explanation

Question 34 of 200

1

Salesforce Analytics is...

Select one of the following:

An application built on top of Salesforce
A tool for analyzing surf reports and forecasts
A CRM alternative to Salesforce
An online repository of infographics

Explanation

Question 35 of 200

1

Why would you use a merge key in a dataset recipe?

Select one of the following:

To find out what the merge icons represent in a dataset
To schedule when a dataset recipe runs
To join related data from different sources
To deal with duplicate records

Explanation

Question 36 of 200

1

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

Select one of the following:

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

Explanation

Question 37 of 200

1

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

Select one of the following:

Null hypothesis test
Significance level test
Critical region test
Chi-square test
T-test

Explanation

Question 38 of 200

1

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

Select one or more of the following:

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 the story immediately, and research why one fold is performing worse than the others.

Explanation

Question 39 of 200

1

Max number of dataflow definitions (with data sync enabled)

Select one of the following:

35
55
25
15

Explanation

Question 40 of 200

1

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?

Select one of the following:

Create separate datasets for attainment and commission and apply security predicates and/or sharing inheritance.
Apply a security predicate on the existing single dataset.
Use sharing inheritance.
Add the sales organization to the attainment dataset access list.

Explanation

Question 41 of 200

1

Which permission gives you view-only access to Analytics?

Select one of the following:

Use Analytics
Manage Analytics
Create and Edit Analytics Dashboard
None of above

Explanation

Question 42 of 200

1

Upper and lower limits on rows in discovery.

Select one of the following:

1000 row minimum, 15,000,000 max
3000 row minimum, 20,000,000 max
00 row minimum, 20,000,000 max
500 row minimum, 25,000,000 max

Explanation

Question 43 of 200

1

Can you share data from a widget?

Select one of the following:

No, you can't share data from a widget.
Select the step of the widget and share data.
Select "Share" icon, click on "Download", and select "Download in .png, .XLS, or CSV" format.
Only with the proper Einstein Analytics Platform license.

Explanation

Question 44 of 200

1

The Universal Containers company built three Einstein 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?

Select one of the following:

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.

Explanation

Question 45 of 200

1

How many groupings can you have in a Compare Table?

Select one of the following:

None
One
Infinite
Up to four

Explanation

Question 46 of 200

1

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?

Select one of the following:

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.

Explanation

Question 47 of 200

1

Timeout for ETL jobs that have been scheduled but not executed

Select one of the following:

5 minutes
15 minutes
20 minutes
10 minutes

Explanation

Question 48 of 200

1

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

Select one of the following:

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

Explanation

Question 49 of 200

1

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

Select one of the following:

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

Explanation

Question 50 of 200

1

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

Select one of the following:

Create multiple layouts, and reorder all the widgets so that they fit nicely within the new default width.
Create a single layout and allow Einstein Analytics to automatically organize dashboard contents to be optimal for the device type.
Create a single layout and reorder all the widgets so that they fit nicely when viewing on either device.
Create multiple layouts, ensure the layout selectors match the device, and resize/hide widgets as necessary to ensure the content is appropriate for the device screen size.

Explanation

Question 51 of 200

1

A client has a dashboard for Sales Managers. They want to have a list filter that shows the name of the month. However, based on the "CloseDate_Month" field, the list filter shows numbers instead of names.

How can an Einstein Consultant use the Dataflow nodes to generate the name of month as a new dimension in the dataset?

Select one of the following:

flatten
compute Relative
compute Expression
append

Explanation

Question 52 of 200

1

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

Select one of the following:

Add Custom Domain
Filter by Range
Add Custom Range
Add Filter

Explanation

Question 53 of 200

1

How many stories can you create in Analytics Plus?

Select one of the following:

5,000
1,000, but more can be purchased
75, but more can be purchased
500, but more can be purchased

Explanation

Question 54 of 200

1

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?

Select one of the following:

q = cogroup Opportunity by 'Id', Activities by 'Opportunityld';
q = cogroup Opportunity by 'Id', Activities by 'Opportunityld' left;
q = cogroup Opportunity by 'Id' right, Activities by 'Opportunityld';
q = cogroup Opportunity by 'Id' left, Activities by 'Opportunityld';

Explanation

Question 55 of 200

1

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?

Select one of the following:

Assign the Editor role to the user.
Assign the Viewer role to the user.
Ensure the user has the Use Analytics permission.
Assign the Manager role to the user.

Explanation

Question 56 of 200

1

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?

Select one of the following:

Retain Promotion; it is an actionable variable and without it, we cannot recommend prescriptive actions.
Cancel this story and redefine the dataset.
Retain Amount; not knowing the size of a deal makes it hard to predict if will be won.
Do nothing; they appear to be similar, but there might be differences from the business perspective.

Explanation

Question 57 of 200

1

A customer wants to change the default blue color on a bar chart. What is the easiest way to change blue to another color?

Select one of the following:

Use conditional formatting under the bar chart widget properties by selecting the dimension.
Use conditional formatting under the bar chart widget properties by selecting the measure.
Use bindings to specify a color per bar.
Create a compare table formula to specify a hidden metric for coloring purposes.

Explanation

Question 58 of 200

1

What is an Einstein Discovery story?

Select one of the following:

An account of imaginary or real people and events told for entertainment
A collection of graphs, statistical analysis, and text that helps you understand the relationships between multiple outcome variables and the factors that influence those variables
A collection of graphs, statistical analysis, and text that proves exactly what caused an outcome
A collection of graphs, statistical analysis, and text that helps you understand the relationships between a single outcome variable and the factors that influence that variable

Explanation

Question 59 of 200

1

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?

Select one of the following:

In the connected 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

Explanation

Question 60 of 200

1

Universal Containers has a dashboard for Sales Managers to visualize the YoY Growth of their customersThe 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?

Select one of the following:

replace()
number_to_string()
coalesce()
substr()

Explanation

Question 61 of 200

1

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

Select one of the following:

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.

Explanation

Question 62 of 200

1

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

Select one or more of the following:

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.

Explanation

Question 63 of 200

1

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?

Select one of the following:

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

Explanation

Question 64 of 200

1

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?

Select one of the following:

Utilize a Salesforce weekly export feature
Utilize Analytics Connector
Utilize middleware with Analytics External Data API
Utilize a dataflow

Explanation

Question 65 of 200

1

What can you change in a Compare Table formula column?

Select one of the following:

The filters
The measure
The grouping
The formula and the name

Explanation

Question 66 of 200

1

What's the magic of faceting?

Select one of the following:

It binds charts together so that selecting something in one chart filters other charts by that choice.
It shifts the time period of the chart you're viewing.
It turns the dataflow on and off.
It creates a chart that shows all the faces of your data in a diamond chart.

Explanation

Question 67 of 200

1

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

Select one of the following:

Low-fuel notifications
Sharing of apps with Communities
Access to the API
(A & B) Low-fuel notifications & Sharing of apps with Communities
(B & C) Sharing of apps with Communities & Access to the API

Explanation

Question 68 of 200

1

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

Select one or more of the following:

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 using conditional formatting.

Explanation

Question 69 of 200

1

About what does the configuration wizard ask you questions about how you measure?

Select one of the following:

Case duration
Customer geography
Customer satisfaction
Case resolution
All of the above

Explanation

Question 70 of 200

1

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

Select one of the following:

Bar chart
Flat gauge
Pivot table
Pie chart

Explanation

Question 71 of 200

1

What can changing an answer to a wizard question do?

Select one of the following:

Alter your Service Cloud implementation
Fine-tune dashboards to reflect how your company measures key indicators
Create a new set of dashboards with new KPIs
Use up one of the three wishes granted you by the wizard

Explanation

Question 72 of 200

1

Can you share dashboards with others in your org?

Select one of the following:

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 a screenshot
No, you can't share dashboards.
Click on the "Share" icon on the dataset.

Explanation

Question 73 of 200

1

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?

Select one of the following:

Modify the XMD so all labels and values are user-friendly.
Rename all the steps to correspond with the defined naming convention.
Remove the redundant steps to ensure dashboard performance.
Apply conditional formatting on the new charts.

Explanation

Question 74 of 200

1

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

Select one or more of the following:

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

Explanation

Question 75 of 200

1

An Einstein Analytics team wants to create a dashboard using two standard Salesforce objects. The dashboard should display data from the Case object, along with related data from the Account object.

Which two processes can achieve this?

Select one or more of the following:

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 then build a dashboard using the generated dataset
Extract data from the case and account objects using an ETL tool, use the ETL tool to join account and case data, and then upload the data to Einstein Analytics. Build a dashboard using the ETL generated dataset
Extract data from the case and account objects using "sfdcDigest" transformation, use "augment" transformation to add case data with account data, store as a dataset, and then build a dashboard using the generated dataset
Extract data from the case and account objects using "dataloader", create a CSV file Q with account and case data, and then upload the CSV as a dataset to Einstein Analytics. Build a dashboard using that dataset

Explanation

Question 76 of 200

1

What is a keyword in SAQL? And what case must it be in?

Select one of the following:

A keyword is basically just a function in SAQL, like group, foreach, etc. And it has to be lowercase.
A keyword is basically just a function in SAQL, like group, foreach, etc. And it has to be uppercase.

Explanation

Question 77 of 200

1

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?

Select one of the following:

8
4
Unlimited
10

Explanation

Question 78 of 200

1

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

Select one of the following:

Remind them that the technology is only as good as the data.
Advise them that the use case may not be accurate.
Highlight that Einstein reduces time to insight, which is much faster than learning from experience.
Recommend using a visualization tool, like Einstein Analytics, to uncover the details.

Explanation

Question 79 of 200

1

The client is trying to create a SAQL step to predict sales in each sales region. They cannot get the query to return any results, but have identified that the error is in the time series statement. They have asked an Einstein Consultant to review the following query and fix any errors.

Which timeseries statement will fix the query?

Select one of the following:

q = timeseries q generate 'sum_Sales' as Forecasted_Sales' with (dateCols=('Date_Year, Date_Quarter', "Y-Q"), partition=Region', ignoreLast=true);
q = timeseries q generate 'sum_Sales' as Forecasted_Sales' with (Iength = 12, dateCols=('Date_Year', 'Date_Month". "Y-M"), partition='Region');
q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"), partition='Region', seasonality=4);
q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter',"Y-Q"), partition='Region');

Explanation

Question 80 of 200

1

What permissions are necessary for someone to edit the XMD?

Select one or more of the following:

Upload External Data to Analytics
Manage Analytics Templated Apps
Edit Analytics Dataflows
Edit Dataset Recipes

Explanation

Question 81 of 200

1

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?

Select one of the following:

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

Explanation

Question 82 of 200

1

What are two main steps for creating a dataset?

Select one of the following:

Run and monitor
Plan and map
Extract and prepare
Build and explore

Explanation

Question 83 of 200

1

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?

Select one of the following:

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

Explanation

Question 84 of 200

1

Concurrent queries per user?

Select one of the following:

20
50
10
25

Explanation

Question 85 of 200

1

Benito has Viewer access to a new Einstein Analytics app. He wants to build and edit a dashboard using the Seed Bank dataset in this new app.

What must an admin do for Benito to do this?

Select one of the following:

Grant Benito access to all datasets in the org.
Assign Benito a permission set that contains the permission: Create and Edit Analytics Dashboards.
Grant Benito access to the app that contains the Seed Bank dataset and assign him a permission set that contains the Create and Edit Analytics Dashboards permission.
Assign Benito a permission set that contains the permission: Create and Manage Analytics Apps.

Explanation

Question 86 of 200

1

In a story investigating margin, large variations between product groups are dominating the story. Which action might an Einstein Consultant take to resolve this?

Select one of the following:

Add more data to the dataset.
Normalize the margin by product group.
Eliminate extreme values in the dataset.
Run separate stories for each region.

Explanation

Question 87 of 200

1

How do you analyze data from a CSV file using Einstein Discovery?

Select one of the following:

Import the CSV file into Einstein Discovery.
Import the CSV file into the most similar Salesforce object, then run reports on that object.
You can't import data from a CSV file
Import the CSV file into an Einstein Analytics dataset, then create a story.

Explanation

Question 88 of 200

1

Upper and lower limits on columns (vars) in discovery:

Select one of the following:

20 column minimum, 50 maximum
10 column minimum, 200 maximum
2 column minimum, 50 maximum
2 column minimum, 25 maximum

Explanation

Question 89 of 200

1

To use the Sales Analytics app, which permission set license do you need?

Select one of the following:

Sales Wave
Sales Analytics Apps
Analytics Templated Apps
Security User

Explanation

Question 90 of 200

1

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?

Select one of the following:

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.

Explanation

Question 91 of 200

1

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?

Select one of the following:

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

Explanation

Question 92 of 200

1

The Event Monitoring Analytics app brings prebuilt insights and analytics to what type of existing data in your org?

Select one of the following:

Field audit trail data
Forensics data
Sales Cloud data Login
Event log file data

Explanation

Question 93 of 200

1

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

Select one or more of the following:

If no layouts are eligible for the mobile device, the first defined layout is used.
If no layouts are eligible for the mobile device, an error message will be displayed.
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.
A layout for mobile is eligible for use when the device meets all the device properties set in the Layout panel.
There are widgets that cannot be displayed on mobile layouts.

Explanation

Question 94 of 200

1

Einstein Discovery gives you several different kinds of recommended insights. Which of these insights is descriptive?

Select one of the following:

What Happened
Why It Happened
Predictions & Improvements
What Is the Difference

Explanation

Question 95 of 200

1

Einstein Discovery is a tool that:

Select one of the following:

Is like having a personal data scientist on staff
Replaces your team of BI experts and data analysts
Helps you hire the best data scientist for your business
Understands your business better than you do

Explanation

Question 96 of 200

1

Default # rows in compare table.

Select one of the following:

1,500
1,000
3,000
2,000

Explanation

Question 97 of 200

1

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

Select one of the following:

Only provide the user with the level of detail they need to see, with the option to drill down deeper into more details.
Utilize the latest templates for the most modern look and feel.
Intentionally omit specific details so that users can do ad-hoc exploration if needed for root-cause analysis.
Implement strict security predicates to minimize the amount of information displayed to users.

Explanation

Question 98 of 200

1

What does XMD stand for?

Select one of the following:

Configuring unsupported fields
Lenses Dataset Fields
Extended Metadata
Create a JSON

Explanation

Question 99 of 200

1

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 Orders dataset can a project team member see?

Select one of the following:

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

Explanation

Question 100 of 200

1

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

Select one or more of the following:

Differences involving permanently deleted records
Differences involving workflow-updated fields
Differences involving formula fields
Differences involving trigger-updated fields

Explanation

Question 101 of 200

1

Insights in a story show you how different variables and combinations of variables explain the variation of what kind of variable?

Select one of the following:

Explanatory variable
Outcome variable
Global variable
Local variable
Tertiary variable

Explanation

Question 102 of 200

1

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?

Select one of the following:

Consult a Data Scientist for further analysis.
Determine if the pattern is a data issue or a new insight.
Filter out the data that causes the unexpected pattern and analyze the new results.
Accept the new pattern and have confidence that Einstein knows the business as accurately as the customer

Explanation

Question 103 of 200

1

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

Select one or more of the following:

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

Explanation

Question 104 of 200

1

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

Select one of the following:

True
False

Explanation

Question 105 of 200

1

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

Select one of the following:

100 files per dataset
300 files per dataset
500 files per dataset
50 files Per dataset

Explanation

Question 106 of 200

1

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?

Select one of the following:

Set the attribute "selffield" to true.
Set the attribute "selffield" to false.
Set the attribute "include_self_id" to true.
Set the attribute "include_self_id" to false.

Explanation

Question 107 of 200

1

Why is it important to select the right root object when you use the dataset builder?

Select one of the following:

The root object determines who can see the dataset.
Only data from the root object can be included in the dataset.
The root object determines what related objects you can add to the dataset.
The root object determines what app the dataset is saved in.

Explanation

Question 108 of 200

1

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?

Select one of the following:

Create a second page on the dashboard and move the table to this new page.
Create a link to download the list of opportunities as an Excel file.
Create a Visualforce page and display a list view of the opportunities on this new page.
Create a second dashboard and move the table to this new dashboard.

Explanation

Question 109 of 200

1

Default rows in values table

Select one of the following:

100
200
50
75

Explanation

Question 110 of 200

1

How do you create a regression timeseries?

Select one of the following:

In SAQL, use the timeseries function with the following arguments: Partition (the group_by piece), Seasonality (set to 12 to get yearly seasonality).
....no other options

Explanation

Question 111 of 200

1

The Universal Containers company uses Einstein Analytics 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 an Einstein Consultant address this need?

Select one of the following:

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

Explanation

Question 112 of 200

1

What happens if the ui.json file is empty?

Select one of the following:

You create a text-only version of an app.
The template will not include a configuration wizard.
The dataflow fails.
The app includes all possible dashboards by default.
(B & D) The template will not include a configuration wizard & The app includes all possible dashboards by default.

Explanation

Question 113 of 200

1

A company created a dataset called myExternalDataset. It contains a dimension, called UserRegion, that is populated by the standard User object's picklist: Region.

The company has security requirements for 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 region.

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

Select one or more of the following:

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 their respective 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.

Explanation

Question 114 of 200

1

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

Select one of the following:

sfdcDigest
digest
export
edgemart

Explanation

Question 115 of 200

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?

Select one of the following:

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

Explanation

Question 116 of 200

1

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

Select one of the following:

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.

Explanation

Question 117 of 200

1

An Einstein Consultant is reviewing the "Why it Happened" Insights provided by Einstein Discovery with the customer. The customer would like to validate the results. Which action should the consultant take?

Select one of the following:

Show the customer how to export and review the R-Code model validation results
Check the p-values and standard deviation
Use the Share and Export feature to help the customer determine if the findings make logical sense
Consult with a Data Scientist to validate the findings

Explanation

Question 118 of 200

1

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?

Select one of the following:

computeExpression
computeData
computeValue
computeField

Explanation

Question 119 of 200

1

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?

Select one of the following:

45
35
25
30

Explanation

Question 120 of 200

1

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?

Select one of the following:

Create two custom apps: one for marketing dashboards with marketing as "viewer" and one for sales dashboards with sales as "viewer." Add the datasets as references to both custom apps.
Create three custom apps: one for marketing dashboards with marketing as "viewer," one for sales dashboards with sales as "viewer," and one for datasets where marketing and sales are "viewer."
Create one custom app for the datasets and share it with marketing and sales as "viewer."
Duplicate the datasets and create two custom apps: one for marketing dashboards and datasets with marketing as "editor" and one for sales dashboards and datasets with sales as "editor."

Explanation

Question 121 of 200

1

An Einstein Consultant is implementing encryption for a customer.

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

Select one or more of the following:

When Einstein Analytics Encryption is enabled, all newly registered datasets are encrypted at rest.
By default, the same keys are used to encrypt data in Einstein Analytics as are used to encrypt data in Salesforce objects.
The customer's org must have a Shield Platform Encryption tenant secret.
Bring Your Own Key is not supported.

Explanation

Question 122 of 200

1

Why would you use the Actions menu in a chart?

Select one of the following:

To expand the time period shown in a dashboard
To rearrange widgets in dashboards
To post to Chatter
To create workout plan for you and your team

Explanation

Question 123 of 200

1

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?

Select one of the following:

Use the Analytics External Data API and leverage the "query" resource.
Export the dataset as an XLS file and use the Einstein Analytics Connector for Excel.
Use the Analytics REST API and leverage the -query" resource.
Export the dataset as a CSV file and load it to an external database.

Explanation

Question 124 of 200

1

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

Select one or more of the following:

Download the XMD for the dataset and change 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.

Explanation

Question 125 of 200

1

What can you do with the dataflow?

Select one of the following:

Extract data from an external CSV file into Analytics
Extract Salesforce object data into Analytics
Build a dashboard
Explore a dataset

Explanation

Question 126 of 200

1

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

Select one of the following:

edgemart
sfdcRegister
export
sfdcDigest

Explanation

Question 127 of 200

1

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?

Select one of the following:

This dataset is too big and cannot be used in Einstein 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 than 30 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.

Explanation

Question 128 of 200

1

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?

Select one of the following:

Augment
Dataflow
Clone
Data Sync (Replication)

Explanation

Question 129 of 200

1

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?

Select one of the following:

Use nested binding to 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.

Explanation

Question 130 of 200

1

In Einstein Discovery:

Select one or more of the following:

'What Is The Difference' insights are comparative insights that help you better understand the relationships between explanatory variables and the goal (target outcome variable) in your story. These insights, based on a statistical analysis of your dataset, help you figure out which factors contribute to the biggest changes in the outcome variable. Einstein Discovery uses waterfall charts to help you visualize comparisons in What Is The Difference insights.
'Why It Happened' insights help you take a deeper look into the exact factors that led to an outcome. Why It Happened s/ Q insights drill deeper into the various factors that contributed to your story's goal. These insights are based on a statistical analysis of your dataset. Einstein Discovery uses waterfall charts to help you visualize Why It Happened insights.
'Predictions and Improvements' insights help you explore what might happen in the future. For example, you can interactively perform "what if analyses in your story. Einstein Discovery provides you with predictions and suggested improvements based on a statistical analysis of your dataset and predictive analytics. To help you visualize these insights, Einstein Discovery uses:
- waterfall charts for predictions
- bar charts for suggested improvements
'What Happened' insights are the primary insights in your story. They are descriptive insights that help you explore, at an y/ Q overview level, what factors contributed to the outcome, based on a statistical analysis of your dataset. .Einstein Discovery uses bar charts to help you visualize What Happened insights.

Explanation

Question 131 of 200

1

Why is it important to prepare the data in a CSV file before you bring it into Analytics?

Select one of the following:

To remove column headers
To make sure the content is interesting
To add currency symbols to numeric fields
To make sure Analytics can set the field type correctly

Explanation

Question 132 of 200

1

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

Select one or more of the following:

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".

Explanation

Question 133 of 200

1

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?

Select one of the following:

Line over Scatter Plot
Grid over Bar
Line over Bar
Line over Stacked Bar

Explanation

Question 134 of 200

1

Which of the following is true about the Service Analytics Overview dashboard?

Select one of the following:

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.

Explanation

Question 135 of 200

1

What can you do in a dataset recipe?

Select one of the following:

Extract external data into Analytics
Build a dashboard
Combine data from different datasets
Make a data chili

Explanation

Question 136 of 200

1

Which of the following are included in the template object?

Select one or more of the following:

ui.json
app.json
variables.json
(A,B & C) ui.json & app.json & variables.json
(A & C) ui.json & variables.json

Explanation

Question 137 of 200

1

What happens if you first disable Analytics, and then you re-enable Analytics later? Select 2

Select one or more of the following:

User permissions are removed from each defined permission set if Analytics is disabled.
User permissions are not removed from each defined permission set if Analytics is disabled.
You must define the permission sets again if Analytics is re-enabled.
You must not define the permission sets again if Analytics is re-enabled.

Explanation

Question 138 of 200

1

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

Select one of the following:

8
1
4
16

Explanation

Question 139 of 200

1

What does a configuration wizard do?

Select one of the following:

Automatically creates multiple versions of the same app
Lets you know the best way to set up your Salesforce data
Asks you questions about how you store data in your org to help you create your app
Customizes your template based on Salesforce settings

Explanation

Question 140 of 200

1

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?

Select one of the following:

Create a new step in the 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 and the running total function.

Explanation

Question 141 of 200

1

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?

Select one of the following:

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

Explanation

Question 142 of 200

1

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?

Select one of the following:

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.

Explanation

Question 143 of 200

1

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

Select one of the following:

The app, dataflows and datasets, dashboards, and permission sets
The app, dataflows and datasets, and dashboards
The app, dataflows and datasets, and users
An empty app

Explanation

Question 144 of 200

1

In the context of Analytics, what is faceting?

Select one of the following:

Representing the number of widgets on a dashboard
Filtering all related widgets in a dashboard by your selection
Something only programmers can access
Measuring the number of significant digits of precision for a particular metric
Choosing the color of the background in a graph

Explanation

Question 145 of 200

1

A company used Einstein Analytics to create two datasets:

1. "Opportunity With Account- dataset, which contains data from the Opportunity standard object augmented by the Account data.
2. "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?

Select one of the following:

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

Explanation

Question 146 of 200

1

What is a valid permission for a permission set?

Select one of the following:

Enable Parental Control
Always Sign Me Up for Dreamforce
Sales Analytics Apps
Access Sales Cloud Analytics Templates and Apps

Explanation

Question 147 of 200

1

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

Select one or more of the following:

Each user 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.

Explanation

Question 148 of 200

1

What's the best way to describe the template-info.json file?

Select one of the following:

It's a read-only file with all the user documentation for a template.
It's the boss of the template with all the information needed to create the app.
It makes sure that the app includes all the right Salesforce data.
It's automatically populated every time you create an app from the template.

Explanation

Question 149 of 200

1

Which security feature can be used to give Regional Development Coordinator roles access to only their designated regions and seed bank orders?

Select one of the following:

Inherited security
Security predicates
Separate apps for each region
Sharing rules

Explanation

Question 150 of 200

1

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

Select one of the following:

Treemap chart
Scatter chart
Metric Radar chart
Stacked Bar chart

Explanation

Question 151 of 200

1

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?

Select one of the following:

Modify dataflows to exclude unused fields and include a filter to extract relevant data.
Scale down the number of datasets to help improve data sync (replication) performance.
Start over again with new dataflows that exclude unused fields with a filter to extract relevant data.
Update the existing data sync (replication) process by removing unused fields with a filter to extract relevant data.

Explanation

Question 152 of 200

1

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 do this?

Select one of the following:

Manager
Viewer
Editor
Designer

Explanation

Question 153 of 200

1

Which three parameters are used in a compare table formula field to calculate and display a field as percentage value? Choose 3 answers

Select one or more of the following:

Calculation
Column Color
Format
Length
Column Name

Explanation

Question 154 of 200

1

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

Select one of the following:

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

Explanation

Question 155 of 200

1

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

Select one or more of the following:

Determine if the timeseries required parameter, prediction interval, should be 80 or 95.
Investigate which prediction model is best for the data available.
Validate that there is enough data in the dataset to make a good prediction.
Include the fill SAQL statement to fill any missing dates.

Explanation

Question 156 of 200

1

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

Select one of the following:

Their names
Numbers (1..9)
Letters (A..Z)
All of the above

Explanation

Question 157 of 200

1

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" (multi-selection)
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 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?

Select one of the following:

"filters": [
[
"Type",
"{{column(Type_2.selection,[\"Type\"]).asString()}}"
]
]
"filters": [
[
"Type",
"{{cell(Type_2.selection,0, \"Type\").asString()}}"
]
]
"filters": [
[
"Type",
"{{column(Type_2.selection,[\"Type\"]).asObject()}}"
]
]
"filters": [
[
"Type",
"{{cell(Type_2.selection,0, \"Type\").asObject()}}"
]
]

Explanation

Question 158 of 200

1

How can you restrict access to Analytics data at the row level?

Select one of the following:

Manually add a flag to each row to prevent access.
Use a security predicate to filter which rows are returned.
Use subtle thought control.
Remove restricted rows from the JSON file.

Explanation

Question 159 of 200

1

Creating an Einstein Discovery story involves:

Select one of the following:

Selecting a Dataset in Einstein Analytics, then clicking Create Story
Copying text from company reports and pasting into Einstein Discovery
Uploading a Microsoft® PowerPoint® presentation
Entering notes about the data

Explanation

Question 160 of 200

1

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?

Select one of the following:

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.

Explanation

Question 161 of 200

1

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

Select one of the following:

Inherited security
Row-level security with security predicates
Field-level security
App level security

Explanation

Question 162 of 200

1

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

Select one or more of the following:

Germany performs lower than average but better when the product is Call Center.
The -2.2 Unexplained means there are effects that Einstein will never be able to explain regardless of the dataset.
Call Center is a generally poor performing product, and since there is more in Germany that has a negative effect.
Germany sells more Call Center product and that helps them increase their win rate.

Explanation

Question 163 of 200

1

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?

Select one of the following:

computeExpression Transformation with SAQL Expression to calculate the duration
flatten Transformation with Offset Expressions to calculate the duration
computeRelative Transformation with offset parameter to calculate the duration
computeRelative Transformation with SAQL Expression to calculate the duration

Explanation

Question 164 of 200

1

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

Select one or more of the following:

Aggregate by a measure
Count rows by measure you want to visualize
Filter to narrow down your results
Grouping by a dimension
Display the results graphically

Explanation

Question 165 of 200

1

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?

Select one of the following:

Dataflow Editor
Recipes Editor
Step Editor
Settings

Explanation

Question 166 of 200

1

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

Select one or more of the following:

Use selection binding in the filters section of the step "Step_pie_1."
Enable the option "Apply filters from faceting" in the step "Region_1."
Enable the option "Apply filters from faceting" in the step "Step_pie_1."
Use selection binding in the filters section of the step "Region_1."

Explanation

Question 167 of 200

1

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?

Select one of the following:

append
computeExpression
augment
computeRelative

Explanation

Question 168 of 200

1

Which of these is not a method for controlling record-level access?

Select one of the following:

Profiles
Sharing Rules
Organization-Wide Defaults
Role Hierarchy

Explanation

Question 169 of 200

1

Yasmine told Danielle she's interested in using the artificial intelligence provided by Einstein Discovery to enhance analysis Mosaic probably wouldn't have considered through their own means. How can Danielle use Einstein Analytics to load data into Einstein Discovery?

Select one of the following:

It's not possible. Danielle will need to log into Einstein Discovery and import the data from there.
Danielle needs a permission set containing the Download Analytics Data permission, then she can use the Export node to load data into Einstein Discovery.
Danielle needs a permission set containing the Upload External Data to Analytics permission, then she can log into Einstein Discovery and import the data from there.
Data loaded into Einstein Analytics as datasets can then be used in Einstein Discovery without a separate load process.

Explanation

Question 170 of 200

1

What are the two types of bindings? Choose 2:

Select one or more of the following:

Results binding
Data bindings
Description bindings
Selections bindings

Explanation

Question 171 of 200

1

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

Select one of the following:

result = load "opportunity1";
result = group result by ('CloseDate_Year', 'CloseDate_Month');
result = foreach result generate 'CloseDate_Year', 'CloseDate_Month', sum(sum(Amount)) over ([..0] partition by all order by ('CloseDate_Year', 'Close_Month')) as 'Cumulative Close Amount';
result = load "opportunity1";
result = group result by ('CloseDate_Year~~~CloseDate_Month');
result = foreach result generate 'CloseDate_Year', 'CloseDate_Month', sum(sum(Amount)) over ([..0] partition by 'CloseDate_Year' order by ('CloseDate_Year', 'Close_Month')) as 'Cumulative Close Amount';
result = load "opportunity1";
result = group result by ('CloseDate_Year', 'CloseDate_Month');
result = foreach result generate 'CloseDate_Year', 'CloseDate_Month', sum(sum(Amount)) over ([..] partition by 'CloseDate_Year' order by ('CloseDate_Year', 'Close_Month')) as 'Cumulative Close Amount';
result = load "opportunity1";
result = group result by ('CloseDate_Year', 'CloseDate_Month');
result = foreach result generate 'CloseDate_Year', 'CloseDate_Month', sum(sum(Amount)) over ([..0] partition by 'CloseDate_Year' order by ('CloseDate_Year', 'Close_Month')) as 'Cumulative Close Amount';

Explanation

Question 172 of 200

1

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?

Select one of the following:

Create and assign Salesforce permission sets according to the three types of roles defined.
Assign the app permissions "viewer/' "editor," and "manager" to the three types of roles defined.
Create and assign three new Salesforce profiles according to the three types of roles defined.
Assign "Einstein Analytics Explorer" licenses to users that should only view the dashboard, and assign "Einstein Analytics Developer" licenses to users that should be able to create datasets and dashboards.

Explanation

Question 173 of 200

1

Max Analytics API calls per user per hour

Select one of the following:

50,000
10,000
5,000
100,000

Explanation

Question 174 of 200

1

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

Select one of the following:

Third-order analysis
Object-oriented analysis
Second-order analysis
First-order analysis
Spectrum analysis

Explanation

Question 175 of 200

1

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

Select one of the following:

True
False

Explanation

Question 176 of 200

1

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

Select one of the following:

In the metadata file associated with the external data file using 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

Explanation

Question 177 of 200

1

Max story creations per org per day:

Select one of the following:

40 per org
40 per org per day
20 per org
20 per org per day

Explanation

Question 178 of 200

1

How many concurrent stories per org are allowed?

Select one of the following:

5
4
2
1

Explanation

Question 179 of 200

1

What is an Analytics app?

Select one of the following:

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

Explanation

Question 180 of 200

1

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?

Select one of the following:

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 containing Manage Analytics.

Explanation

Question 181 of 200

1

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?

Select one of the following:

Customize tooltip
Chart Markers
XMD
Compare Table

Explanation

Question 182 of 200

1

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

Select one or more of the following:

Maximum number of dataflow definitions
Maximum number of dataflow transformation
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

Explanation

Question 183 of 200

1

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?

Select one of the following:

Create a trigger on Opportunity and use the Salesforce External Connector to get predictions from Einstein Discovery.
Create an Apex batch on Opportunity and use the REST API to get predictions from Einstein Discovery.
Create a trigger on Opportunity and install the Einstein Discovery Writeback managed package from the AppExchange.
Create a trigger on Opportunity and use the REST API to get predictions from Einstein Discovery.

Explanation

Question 184 of 200

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 to explore 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?

Select one or more of the following:

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 permission on the Opportunity__c custom object

Explanation

Question 185 of 200

1

A dataset is ready for analysis in Einstein Discovery.

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

Select one of the following:

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

Explanation

Question 186 of 200

1

What do Analytics apps do?

Select one of the following:

Let you add new types of charts to Salesforce
Alert you when you need a visa for an upcoming trip
Use ready-made dashboards to tell easy-to-follow stories about your data
Let you create configuration wizards to make Analytics setup easier

Explanation

Question 187 of 200

1

Number of queries per user per day

Select one of the following:

10,000
50,000
1,000
20,000

Explanation

Question 188 of 200

1

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

Select one or more of the following:

Use a dataflow to rename the stages with a preceding number.
Use a dashboard JSON to rename stages.
Use a dataflow to sort the stages by their internal name.
Use a dataset XMD to rename stages.

Explanation

Question 189 of 200

1

You can get data into Einstein Discovery:

Select one of the following:

By connecting a USB drive to your laptop
By using an Einstein analytics dataset
Only if your database administrator does it for you
Only if Salesforce does it for you

Explanation

Question 190 of 200

1

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

Select one or more of the following:

Use the Salesforce SOAP interface.
Use the Analytics External Data API.
Use Oracle database connector.
Load the data as a CSV file.

Explanation

Question 191 of 200

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?

Select one of the following:

The list, chart, and table steps must share a common name.
The list, chart, and table steps must share common dimensions from different datasets.
The list, chart, and table steps must share the same dataset.
Chart and table steps must have their own list widgets.

Explanation

Question 192 of 200

1

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?

Select one of the following:

Make adjustments to the story to better demonstrate that the third-party payment app is the culprit.
Use the credit card company's domain knowledge and exclude the third-party payment app from the story.
Explain to the company that the story has returned unbiased results and the initial assessment is accurate.
Ask the credit card company for a more comprehensive dataset to analyze.

Explanation

Question 193 of 200

1

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

Select one or more of the following:

Automatically remove bottlenecks to make queries run faster.
Get a list of recommendations on how to improve the performance of the dashboard.
View all queries and the time it took to run each one.
View the total time required to run all queries.
See the final query for each step along with query results.

Explanation

Question 194 of 200

1

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

Select one or more of the following:

Improved ease of use for end users
Discounted EA licenses when growth is achieved
Automatic conditional formatting
Better dashboard performance

Explanation

Question 195 of 200

1

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

Select one or more of the following:

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

Explanation

Question 196 of 200

1

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

Select one or more of the following:

Ant Migration Tool
Analytics External Data API
Analytics REST API
Change sets
Analytics dashboard connector

Explanation

Question 197 of 200

1

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

Select one or more of the following:

Dataflow
Microsoft Azure SQL Data Warehouse Connector
Einstein Analytics Connector for Excel
Recipes
Analytics REST API

Explanation

Question 198 of 200

1

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

Select one or more of the following:

Emphasis: make sure they have space for important information, such as headlines and key charts.
Clarity: make sure they are uncluttered and easy to interpret.
Consistency: make sure they have a sense of familiarity to strengthen your users' ease of use.
Balance: make sure they have a balance of different charts to get a more interesting design.

Explanation

Question 199 of 200

1

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

Select one or more of the following:

Query
Visualization
Dataset
Measure
Grouping

	Created by Vince Casarez about 4 years ago

Quiz on Einstein Analytics Certification Questions, created by Vince Casarez on 31/08/2020.

Einstein Analytics Certification Questions

Question 1 of 200

Select one of the following:

Explanation

Question 2 of 200

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

Select one of the following:

Explanation

Question 3 of 200

Select one of the following:

Explanation

Question 4 of 200

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?

Select one of the following:

Explanation

Question 5 of 200

Select one of the following:

Explanation

Question 6 of 200

Select one of the following:

Explanation

Question 7 of 200

Select one of the following:

Explanation

Question 8 of 200

A data architect wants to use a dataflow transformation to implement row-level security that is based on role hierarchy in Salesforce. Which transformation should be used to level the dataset hierarchy'?

Select one of the following:

Explanation

Question 9 of 200

Mosaic recently hired a new development coordinator, Zoe. First, Danielle grants Zoe the Einstein Analytics Platform license, but Zoe reports that she still can't access Einstein Analytics. What could be the problem?

Select one of the following:

Explanation

Question 10 of 200

Select one of the following:

Explanation

Question 11 of 200

Select one of the following:

Explanation

Question 12 of 200

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?

Select one of the following:

Explanation

Question 13 of 200

What are predictive insights good for?

Select one of the following:

Explanation

Question 14 of 200

What are Einstein Analytics prebuilt permission sets? Select 2:

Select one or more of the following:

Explanation

Question 15 of 200

What kind of org should you use for checking challenges when you do Trailhead modules about Analytics?

Select one of the following:

Explanation

Question 16 of 200

Select one or more of the following:

Explanation

Question 17 of 200

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

Select one of the following:

Explanation

Question 18 of 200

Which of the following are requirements for enabling Analytics for Communities?

Select one of the following:

Explanation

Question 19 of 200

What are the steps in the data exploration process?

Select one of the following:

Explanation

Question 20 of 200

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?

Select one of the following:

Explanation

Question 21 of 200

Yasmine wants to create a lens with the Seed Bank Orders dataset, but she currently doesn't see any rows in the dataset. Since Yasmine is Hadiqa's manager, Yasmine asks Hadiqa if she's experiencing the same problem, but Hadiqa replies that she can see all the rows. Why is this happening?

Select one of the following:

Explanation

Question 22 of 200

What does Einstein Analytics check when a user submits a query against a dataset?

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?

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?

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?

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