السؤال #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?

A. Use the Analytics External Data API andleverage the "query" resource

B. Export the dataset as an XLS file and use the Einstein Analytics Connector for Excel

C. Use the Analytics REST API and leverage the -query" resource

D. Export the dataset as a CSV file and load it to an externaldatabase

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اجابة صحيحة: A

السؤال #2

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

A. Only provide the user with the level of detail theyneed to see, with the option to drill down deeper into more details

B. Utilize the latest templates for the most modern look and feel

C. Intentionally omit specific details so that users can do ad-hoc exploration if needed for root-cause analysis

D. Implement strict security predicates to minimize the amount of information displayed to users

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اجابة صحيحة: A

السؤال #3

What are the two types of bindings? Choose 2:

A. Results binding

B. Data bindings

C. Descriptionbindings

D. Selections bindings

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اجابة صحيحة: AD

السؤال #4

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

A. Whether the user has access to the app

B. Which fields the user has access to

C. If the user has access to the dataset

D. Which rows the user has access to

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اجابة صحيحة: D

السؤال #5

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

A. Create multiple layouts, and reorder all the widgets so that they fit nicely within the new default width

B. Create a single layout and allow Einstein Analytics to automatically organize dashboard contents to be optimal for the device type

C. Create a single layout and reorder all the widgets so that they fit nicely when viewing on either device

D. 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

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اجابة صحيحة: D

السؤال #6

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

A. Filter and order can be interchanged

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اجابة صحيحة: A

السؤال #7

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

A. Emphasis: make sure they have space for important information, such as headlines and key charts

B. Clarity: make sure they are uncluttered and easy to interpret

C. Consistency: make sure they have a sense of familiarity to strengthen your users' ease of use

D. Balance: make sure they have a balance of different charts to get a more interesting design

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اجابة صحيحة: BC

السؤال #8

What permissions are necessary for someone to edit the XMD?

A. Upload External Data to Analytics

B. Manage AnalyticsTemplated Apps

C. Edit Analytics Dataflows

D. Edit Dataset Recipes

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اجابة صحيحة: AC

السؤال #9

The client is trying to create a SAQL step to predict sales in each sales region. They cannot get thequery 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'

A. q = timeseries qgenerate 'sum_Sales' as Forecasted_Sales' with (dateCols=('Date_Year, Date_Quarter', "Y-Q"), partition=Region', ignoreLast=true);

B. q = timeseries q generate 'sum_Sales' as Forecasted_Sales' with (Iength = 12, dateCols=('Date_Year', 'Date_Month"

C. q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"), partition='Region', seasonality=4);

D. q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"), partition='Region');

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اجابة صحيحة: B

السؤال #10

Exhibit: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'

A. Use the ShowSummary option in the compare table

B. Add a formula field to calculate the summary

C. Use a SAQL query since the summary is not available in standard interface

D. Create a computeExpression field in the Dataflow to calculate the summary

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اجابة صحيحة: A

السؤال #11

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. Add the system permission "Manage Analytics Custom Maps" to the permission set used

B. Enable "Custom maps with geoJSON" in the analytics settings

C. Upload the geoJSON via the API because it is not a function in the UI

D. Contact Salesforce support and request to get custom maps and geoJSON enabled for the org

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اجابة صحيحة: A

السؤال #12

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

A. Use theSalesforce SOAP interface

B. Use the Analytics External Data API

C. Use Oracle database connector

D. Load the data as a CSV file

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اجابة صحيحة: BC

السؤال #13

A consultant has created a story to maximize the daily sales quantity of consumer products in stores. After creating a story, the consulting is presented with this data alert by Einstein Discovery (see graphic). What are two appropriate actions to take? Choose 2 answers

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

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

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

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

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اجابة صحيحة: AB

السؤال #14

Universal Containers (UC) is a multinational company that utilizes Salesforce and has avariety 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?

A. Utilize a Salesforce weekly export feature

B. Utilize Analytics Connector

C. Utilize middleware with Analytics External Data API

D. Utilize a dataflow

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اجابة صحيحة: C

السؤال #15

Why would you use the Actions menu in a chart?

A. To expand the time period shown in a dashboard

B. To rearrange widgets in dashboards

C. To post to Chatter

D. To create workoutplan for you and your team

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اجابة صحيحة: C

السؤال #16

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

A. sfdcDigest

B. digest

C. export

D. edgemart

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اجابة صحيحة: D

السؤال #17

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 solvethis issue, given that the steps are using the same dataset? Choose 2 answers

A. Use selection binding in the filters section of the step "Step_pie_1

B. Enable the option "Apply filters from faceting" in the step "Region_1

C. Enable the option "Applyfilters from faceting" in the step "Step_pie_1

D. Use selection binding in the filters section of the step "Region_1

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اجابة صحيحة: AC

السؤال #18

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 fetchrelated Activity data, if it exists?

A. q = cogroup Opportunity by 'Id', Activities by 'Opportunityld';

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

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

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

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اجابة صحيحة: D

السؤال #19

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

A. The root object determines who can see the dataset

B. Only data from the root object can be included in the dataset

C. The root object determines what relatedobjects you can add to the dataset

D. The root object determines what app the dataset is saved in

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اجابة صحيحة: C

السؤال #20

A company used Einstein Analytics to create two datasets:1. "Opportunity With Account- dataset, whichcontains 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 numberof Opportunities and Cases per Account. How can a consultant help them build this lens'

A. Create a recipe to generate a new dataset from the "OpportunityWithAccount" and "CaseWithAccount" datasets aggregated by Account, and use the generated dataset in alens

B. Use "Compare Table" to join the "OpportunityWithAccount" and "CaseWithAccount" datasets using the "Accountld" and then aggregate by Account

C. Set up Connect Data Sources in the UI between the "OpportunityWithAccount" and "CaseWithAccount" datasets

D. Use a SAQL query to group and join the "OpportunityWithAccount" and "CaseWithAccount" datasets then generate the results

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اجابة صحيحة: D

السؤال #21

Refer to the graphic. Einstein found arecommendation to improve the story: apparently there are two variables that behave the same. Given there is no additional information, what is the correct action?

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

B. Cancel this story and redefine the dataset

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

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

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اجابة صحيحة: D

السؤال #22

A company uses role hierarchy to implement data security in Salesforce. They want the same rolehierarchy-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?

A. Set theattribute "selfjield" to true

B. Set the attribute "selfjield" to false

C. Set the attribute "include_self_id" to true

D. Set the attribute "include_self_id" to false

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اجابة صحيحة: C

السؤال #23

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?

A. Selected variable with CLV

B. Selected variable average with the mean

C. Selectedvariable with a different variable

D. Selected variable average with the filtered average

E. Selected variable with all story data

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اجابة صحيحة: E

السؤال #24

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

A. Treemap chart

B. Scatter chart

C. Metric Radar chart

D. Stacked Bar chart

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اجابة صحيحة: D

السؤال #25

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

A. Germany performs lower than average but better when the product is Call Center

B. The -2

C. Call Center is a generally poor performing product, and since there is more in Germany that has a negative effect

D. Germany sells more Call Center product and that helps them increase their win rate

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اجابة صحيحة: CD

السؤال #26

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 ye

A. Update

B. Append

C. Overwrite

D. Upsert

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اجابة صحيحة: C

السؤال #27

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

A. Deploy the story, because the variation in the metrics is within the normal range

B. Confirm that the overall GINIcoefficient is good prior to deploying the story

C. Research and check the dataset for outliers in the target field and the main predictors that are shown on top of the story

D. Do not deploy the story immediately, and research why one fold is performingworse than the others

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اجابة صحيحة: BD

السؤال #28

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?

A. Create a trigger on Opportunity and use the Salesforce External Connector to get predictions from Einstein Discovery

B. Create an Apex batch on Opportunity and use the REST API to get predictions from Einstein Discovery

C. Create a trigger on Opportunity and install the Einstein Discovery Writeback managed package from the AppExchange

D. Create a trigger on Opportunity and use the REST API to get predictions from Einstein Discovery

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اجابة صحيحة: C

السؤال #29

Can you share dashboards with others in your org?

A. Click on the "Share" icon on the dashboard

B. Click on the "Share" icon on the lens

C. No, you can't share dashboards

D. Click on the "Share" icon on the dataset

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اجابة صحيحة: A

السؤال #30

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 tobe 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?

A. Look up the API name of the filtering field

B. Look up the API name of the source field

C. Find source and target step names

D. Configure the results binding on the target step in the dashboard JSON

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اجابة صحيحة: ACD

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