Practice Questions Flashcards
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 the transformation?
Add data as a lookup relationship (left side is the lowest grain)
TPT Ltd. recently recruited Robert, a development coordinator. First, Mary grants Robert the Einstein Analytics Platform license, but Robert reports that he was unable to access Einstein Analytics.
What could be the reason for the error report?
Mary still needs to grant Robert a permission set containing the Use Analytics permission
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 a meaningful and robust model?
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.
For Universal Containers, Einstein Discovery has surfaced an unexpected pattern that is concerning. The Analytics lead at Universal Containers decided to gather business experts to discuss next steps with an Einstein Consultant.
What should the consultant advise as the next action?
Determine if the pattern is a data issue or a new insight
What characterizes an Einstein Discovery story?
It represents a collection of graphs, statistical analysis, and text that helps us understand the relationships between a SINGLE outcome variable and the factors that influence that variable
Which of the following is the correct sequence in which Einstein Discovery presents the insights which it exhibits?
Insights that explain the most variation in the outcome variable, in descending order
An Einstein consultant created a dashboard that went through a review. A couple of 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?
Apply conditional formatting on the new charts
A client has a dataset comprised of Opportunity and Opportunity line 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 the isWon = true outcome variable and generate the story
Robert adds a recently created Seed Bank Orders dataset to an Einstein Analytics app for which the Mosaic Seed Bank project team has been assigned the Viewer app role.
What data in the Seed Bank Orders dataset can a project team member see?
All rows and fields in the datasets
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 3 options? Choose 3 answers.
- Change Sets
- Ant Migration Tool
- Analytics REST API
Which chart type is suitable for rendering five measures in a lens visualization?
Stacked Bar Chart
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 3 values: ClosedDate_Month, ClsoedDate_Quarter, and ClosedDate_Year.
What should the consultant do next?
Use selection binding to update the grouping in the chart
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?
Use charts to help users ask questions, not illustrate a conclusion
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 the 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?
In the Integration User’s currency
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.
- Validate that there is enough data in the dataset to make a good prediction
- Include the fill SAQL statement to fill any missing data
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?
/services/data/v##.#/wave/templates
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?
4
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?
30
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.
- 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
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?
Create separate datasets for attainment and commission and apply security predicates and/or sharing inheritance
Using the Setup menu, Universal Containers 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 from what they manually calculated by summing hte 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.
- Differences involving formula fields
- Differences involving permanently deleted records
Universal Containers used Einstein Analytics to create two datasets.
Dataset A: contains a list of activities with an “activityID” dimension and a “userID” dimension
Dataset B: contains a list of users with a “userID” 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?
Use a combination of dataflow transformations: “augment” and “filter”
Universal Containers 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 common datasets with the same row-level security.
How can an Einstein Consultant address this need?
Create one application for each department, put common datasets in the shared app, and use roles to share applications
An Einstein Consultant is implementing encryption for a customer. Which two statements about Einstein Analytics Encryption are true? Choose 2 answers.
- When Einstein Analytics Encryption is enabled, all newly registered datasets are encrypted at rest
- The customer’s org must have a Shield Platform Encryption tenant secret
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?
Create a new step in the dashboard using a compare table and define a formula
Upsert
Upsert inserts or updates rows in the dataset, creating the dataset if it doesn’t exist.
The rows to upsert must contain a single field with a unique identifier.
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?
Create a trigger on Opportunity and install the Einstein Discovery Writeback managed package from the AppExchange
