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質問 # 14
When organizing information in an Einstein Analytics dashboard, what does the "Progressive Disclosure' design principle mean'
- A. Utilize the latest templates for the most modern look and feel.
- B. Implement strict security predicates to minimize the amount of information displayed to users.
- C. Intentionally omit specific details so that users can do ad-hoc exploration if needed for root-cause analysis.
- D. Only provide the user with the level of detail they need to see, with the option to drill down deeper into more details.
正解：D
質問 # 15
What are Einstein Analytics prebuilt permission sets? Select 2:
- A. Einstein Analytics Superadmin
- B. Einstein Analytics
- C. Einstein Analytics Platform User
- D. Einstein Analytics Platform Admin
正解：C、D
質問 # 16
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?
- A. Deploy the same model to all accounts and use an Apex trigger to call the appropriate prediction.
- B. Deploy the same model to all accounts and set the region field as an actionable variable.
- C. Segment the account data per region and deploy the appropriate model for each segment.
- D. Segment the account data per region and deploy the same model to all segments.
正解：C
解説：
https://help.salesforce.com/articleView?id=bi_edd_model_deploy_filter.htm&type=5
質問 # 17
What is an Einstein Discovery story?
- A. A collection of graphs, statistical analysis, and text that proves exactly what caused an outcome
- B. 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
- C. An account of imaginary or real people and events told for entertainment
- D. 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
正解：B
質問 # 18
Cloud Kicks (CK) wants to use CRM Analytics to analyze trends of its sales pipeline in order to accelerate the company's sales process. To do so, CK needs to know the average time an opportunity spends in each stage. The data can be found in the Opportunity History object, but the value is not pre-calculated in Salesforce, so a consultant recommends using a recipe to calculate it.
How should the consultant use a recipe to calculate the average time an opportunity spends in each stage?
- A. Flatten transformation with offset expressions to calculate the duration
- B. Custom transformation with a multiple row formula to calculate the duration
- C. An aggregate transformation with offset parameter to calculate the duration
正解：B
質問 # 19
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?
- A. Grid over Bar
- B. Line over Scatter Plot
- C. Line over Bar
- D. Line over Stacked Bar
正解：C
質問 # 20
What do Analytics apps do?
- A. Use ready-made dashboards to tell easy-to-follow stories about your data
- B. Let you add new types of charts to Salesforce
- C. Let you create configuration wizards to make Analytics setup easier
- D. Alert you when you need a visa for an upcoming trip
正解：A
質問 # 21
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?
- A. It is the target.
- B. It is the template.
- C. It is the master.
- D. It is the instance.
正解：C
質問 # 22
Universal Containers (UC) has a "Sales Manager" dashboard. UC has a compare table that has multiple groupings and columns added showing the Total and Subtotals of the numeric values. A consultant is asked to add additional groups to enhance details about UC's customers.
Which feature should the consultant use to make the navigation of the compare tables easier for the end user?
- A. Select the Enable Expand or Collapse option from the table properties.
- B. Create the table using SAQL query to accommodate this and make It user friendly.
- C. Scroll to the very end to see the details.
正解：A
質問 # 23
What is an Analytics app?
- A. A collection of datasets, dashboards, lenses, and a dataflow
- B. A specialized version of the Einstein Analytics platform that runs outside of Salesforce
- C. Analytics for iPad
- D. The blueprint for your org's Einstein Analytics implementation
正解：A
質問 # 24
You can get data into Einstein Discovery:
- A. Only if Salesforce does it for you
- B. Only if your database administrator does it for you
- C. By using an Einstein analytics dataset
- D. By connecting a USB drive to your laptop
正解：C
解説：
https://trailhead.salesforce.com/content/learn/modules/wave_exploration_smart_data_discovery_basics/wave_get_smart_data_discovery_and_data
質問 # 25
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
- A. Use "Connect Data Sources" and create a connection to connect the two widgets.
- B. Use 'Connect Data Sources" and create a connection to connect the two datasets.
- C. Use selection binding in the filters section of the step "Type_l."
- D. Use selection binding in the filters section of Che step "Step_pie_2."
正解：B、D
質問 # 26
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?
- A. computeRelative Transformation with SAQL Expression to calculate the duration
- B. computeRelative Transformation with offset parameter to calculate the duration
- C. flatten Transformation with Offset Expressions to calculate the duration
- D. computeExpression Transformation with SAQL Expression to calculate the duration
正解：A
解説：
Reference:
https://help.salesforce.com/articleView?id=bi_integrate_computeRelative_transformation_operation.htm
質問 # 27
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?
- A. Go back to the data preparation and reduce the number of fields to less than 30 in order to produce a story.
- B. This dataset is too big and cannot be used in Einstein Discovery. Request a new dataset with fewer predictors.
- C. Build the story with all the predictors and indicate that Einstein Discovery should show the top predictors.
- D. 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.
正解：D
解説：
https://medium.com/@kshannon565/ea-certification-study-guide-part-3-einstein-discovery-story-design-70ffbe4666c2
質問 # 28
Universal Containers builds a new sales dashboard and wants to make sure account managers can access the dashboard while traveling.
What should the consultant consider doing in this process?
- A. A Set the optimal Dashboard width for the Phone layout to get a more accurate preview.
- B. Enable mobile optimization in the analytics settings under Setup.
- C. Make sure the dashboard automatically is optimized for mobile viewing.
正解：A
質問 # 29
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?
- A. Ask the credit card company for a more comprehensive dataset to analyze.
- B. Use the credit card company's domain knowledge and exclude the third-party payment app from the story.
- C. Explain to the company that the story has returned unbiased results and the initial assessment is accurate.
- D. Make adjustments to the story to better demonstrate that the third-party payment app is the culprit.
正解：C
質問 # 30
In the context of Analytics, what is faceting?
- A. Choosing the color of the background in a graph
- B. Something only programmers can access
- C. Filtering all related widgets in a dashboard by your selection
- D. Measuring the number of significant digits of precision for a particular metric
- E. Representing the number of widgets on a dashboard
正解：C
質問 # 31
Einstein Discovery gives you several different kinds of recommended insights. Which of these insights is descriptive?
- A. Predictions & Improvements
- B. Why It Happened
- C. What Is the Difference
- D. What Happened
正解：D
解説：
https://trailhead.salesforce.com/en/content/learn/modules/understand_einstein_discovery_stories/use_stories
質問 # 32
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
- A. Analytics dashboard connector
- B. Analytics REST API
- C. Change sets
- D. Analytics External Data API
- E. Ant Migration Tool
正解：B、C、E
解説：
https://help.salesforce.com/articleView?id=bi_explore_packaging_intro.htm&type=0
質問 # 33
Number of queries per user per day
- A. 50,000
- B. 20,000
- C. 1,000
- D. 10,000
正解：D
質問 # 34
Universal Containers (UC) is looking to create a dashboard for whitespace analysis. UC wants to view a particular customer and see what similar customers have bought.
Which recipe transformation is helpful for the consultant to use while creating the dataset?
- A. Predict Missing Values
- B. Timeseries Forecasting
- C. Cluster
正解：C
解説：
Cluster transformation is a powerful tool in CRM Analytics recipes used for grouping similar records together based on shared attributes. In this scenario, Universal Containers (UC) wants to perform whitespace analysis by viewing a particular customer and comparing their purchase history with similar customers. The Cluster transformation would help in identifying groups of customers who have made similar purchases. This can then be used to provide insights into what the viewed customer might also be interested in purchasing, based on similar customer behaviors.
Reference: CRM Analytics Recipes and Transformation
質問 # 35
Einstein Discovery gives you several different kinds of recommended insights. Which of these insights is descriptive?
- A. Predictions & Improvements
- B. Why It Happened
- C. What Is the Difference
- D. What Happened
正解：D
解説：
Reference:
https://trailhead.salesforce.com/en/content/learn/modules/understand_einstein_discovery_stories/use_stories
質問 # 36
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