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Analytics 2

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Year 11 IT Quiz on Analytics 2, created by Patrick Dare on 16/04/2020.
Patrick Dare
Quiz by Patrick Dare, updated more than 1 year ago
Patrick Dare
Created by Patrick Dare about 4 years ago
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Resource summary

Question 1

Question
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?
Answer
  • 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 an unexpected pattern and analyze the new results.
  • Accept the new pattern and have confidence that Einstein knows the business as accurately as the customer.

Question 2

Question
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?
Answer
  • Update
  • Append
  • Overwrite
  • Upsert

Question 3

Question
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?
Answer
  • 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.

Question 4

Question
Universal Containers has a dashboard for Sales Managers to visualize the YoY Growth of their customers- The formula used is: YoY = [(This Year - Last Year) / Last Year] % Based on the graphic, when there is no account in the Last Year column, the YoY Growth shows null results. The Sales Managers want to replace it with 100% value.
Image:
Q4 (binary/octet-stream)
Answer
  • replace()
  • number_to_string()
  • coalesce()
  • substr()

Question 5

Question
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?
Answer
  • Customize tooltip
  • Chart Markers
  • XMD
  • Compare Table

Question 6

Question
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?
Answer
  • 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.

Question 7

Question
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?
Answer
  • 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

Question 8

Question
To use the Sales Analytics app, which permission set license do you need?
Answer
  • Sales Wave
  • Sales Analytics Apps
  • Analytics Templated Apps
  • Security User

Question 9

Question
Which of the following is true about the Service Analytics Overview dashboard?
Answer
  • 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.

Question 10

Question
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?
Answer
  • 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.

Question 11

Question
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?
Answer
  • 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.

Question 12

Question
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 timeseries statement. They have asked an Einstein Consultant to review the following query and fix any errors. Which timeseries statement will fix the query'
Image:
Q12 (binary/octet-stream)
Answer
  • 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 (length = 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');

Question 13

Question
What is a valid permission for a permission set?
Answer
  • Enable Parental Control
  • Always Sign Me Up for Dreamforce
  • Sales Analytics Apps
  • Access Sales Cloud Analytics Templates and Apps

Question 14

Question
Creating an Einstein Discovery story involves:
Answer
  • 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

Question 15

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

Question 16

Question
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?
Answer
  • 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

Question 17

Question
What are Einstein Analytics prebuilt permission sets? Select 2:
Answer
  • Einstein Analytics Platform Admin
  • Einstein Analytics Platform User
  • Einstein Analytics
  • Einstein Analytics Superadmin

Question 18

Question
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?
Image:
Q18 (binary/octet-stream)
Answer
  • 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.

Question 19

Question
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?
Answer
  • /services/data/v##.#/wave/apps
  • /services/data/v##.#/analytics/wizard
  • /services/data/v##.#/wave/templates
  • /services/data/v##.#/analytics/projects

Question 20

Question
Which of the following are requirements for enabling Analytics for Communities?
Answer
  • A. Wait at least 3 days after purchase.
  • B. Have a Customer Community Plus or Partner Community license.
  • C. Be nominated by your community peers.
  • D. Assign your community members the Analytics for Communities permission set license
  • E. B and D

Question 21

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

Question 22

Question
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 the month as a new dimension in the dataset?
Answer
  • flatten
  • compute Relative
  • compute Expression
  • append

Question 23

Question
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?
Answer
  • 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.

Question 24

Question
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?
Answer
  • 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.

Question 25

Question
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?
Answer
  • Dataflow Editor
  • Recipes Editor
  • Step Editor
  • Settings

Question 26

Question
When you set up Analytics, which of the following features can you enable?
Answer
  • A. Low-fuel notifications from your car
  • B. Sharing of apps with Communities
  • C. Access to the API
  • A and B
  • B and C

Question 27

Question
Why would you use a merge key in a dataset recipe?
Answer
  • 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

Question 28

Question
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'
Answer
  • Create a recipe to generate a new dataset from the "OpportunityWithAccount" and "CaseWithAccount" datasets aggregated byAccount, and use the generated dataset in a lens.
  • Use "Compare Table" to join the "OpportunityWithAccount" and "CaseWithAccount" datasets using the "Accountld" and thenaggregate 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.

Question 29

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

Question 30

Question
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?
Answer
  • 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

Question 31

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

Question 32

Question
What happens if the ui.json file is empty?
Answer
  • A. You create a text-only version of an app.
  • B. The template will not include a configuration wizard.
  • C. The dataflow fails.
  • D. The app includes all possible dashboards by default.
  • B and D

Question 33

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

Question 34

Question
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?
Answer
  • 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

Question 35

Question
Which permission gives you view-only access to Analytics?
Answer
  • Use Analytics
  • Manage Analytics
  • Create and Edit Analytics Dashboard
  • None of above

Question 36

Question
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?
Image:
Q36 (binary/octet-stream)
Answer
  • 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.

Question 37

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

Question 38

Question
Which conclusion can be made regarding the strength of the model shown?
Image:
Q38 (binary/octet-stream)
Answer
  • 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.

Question 39

Question
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?
Answer
  • 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.

Question 40

Question
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?
Answer
  • 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.

Question 41

Question
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?
Answer
  • 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.

Question 42

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

Question 43

Question
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?
Answer
  • append
  • computeExpression
  • argument
  • computeRelative

Question 44

Question
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
Answer
  • 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.

Question 45

Question
Where can you view the status of a CSV upload in Analytics?
Answer
  • The data manager
  • The Analytics home page
  • The Create Dataset page
  • The Setup menu

Question 46

Question
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?
Answer
  • 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.

Question 47

Question
You can configure access to data at all of the following levels, except:
Answer
  • Organization
  • Records
  • Page Layouts
  • Objects

Question 48

Question
Which three parameters are used in a compare table formula field to calculate and display a field as percentage value? Choose 3 answers
Answer
  • Calculation
  • Column Color
  • Format
  • Length
  • Column Name

Question 49

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

Question 50

Question
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
Answer
  • 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".

Question 51

Question
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?
Answer
  • Set the attribute "self_ld" to true.
  • Set the attribute "self_ld" to false.
  • Set the attribute "include_self_id" to true.
  • Set the attribute "include_self_id" to false.

Question 52

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

Question 53

Question
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?
Answer
  • 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.

Question 54

Question
When Analytics runs a dataflow that accesses Salesforce objects, which user does it use?
Answer
  • The current user
  • The system administrator
  • The Integration User
  • The record owner

Question 55

Question
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?
Answer
  • 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.

Question 56

Question
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?
Answer
  • 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.

Question 57

Question
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'
Answer
  • digest transformation
  • flatten transformation
  • delta transformation
  • sfdcDigest transformation

Question 58

Question
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
Answer
  • Deploy the story, because the variation in the metrics is within the normal range.
  • Confirm that the overall GINI coefficient is good prior to deploy 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.

Question 59

Question
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?
Answer
  • 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".

Question 60

Question
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?
Answer
  • 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-

Question 61

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

Question 62

Question
Which set of statements generates monthly amounts on a cumulative basis annually?
Answer

Question 63

Question
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'
Answer
  • ui.json
  • template-to-app-rules.json
  • master- info.json
  • template-info.json

Question 64

Question
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?
Answer
  • 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."

Question 65

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

Question 66

Question
What are two main steps for creating a dataset?
Answer
  • Run and monitor
  • Plan and map
  • Extract and prepare
  • Build and explore

Question 67

Question
What is the test called that helps to identify categories that exhibit a pattern outside the overall average?
Answer
  • Null hypothesis test
  • Significance level test
  • Critical region test
  • Chi-square test
  • T-test

Question 68

Question
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
Answer
  • 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

Question 69

Question
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?
Answer
  • 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

Question 70

Question
Which security feature can be used to give Regional Development Coordinator roles access to only their designated regions and seed bank orders?
Answer
  • Inherited security
  • Security predicates
  • Separate apps for each region
  • Sharing rules

Question 71

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

Question 72

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

Question 73

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

Question 74

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

Question 75

Question
Einstein Discovery is a tool that:
Answer
  • 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

Question 76

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

Question 77

Question
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?
Answer
  • 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.

Question 78

Question
What is an Einstein Discovery story?
Answer
  • 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

Question 79

Question
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?
Answer
  • 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.

Question 80

Question
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
Answer
  • 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.
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