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Salesforce Tableau-CRM-Einstein-Discovery-Consultant Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Layer | 24% | - Dataflow configuration for multi-object scenarios - Data extraction from sources - Data transformation and loading into Einstein datasets - Understanding denormalized sequential datasets - Incremental sync configuration - Troubleshooting failed dataflow jobs |
| Analytics Dashboard Implementation | 19% | - Implementing delivery management strategies using versioning and/or Dashboard Publisher - Developing selection/result interactions with different query types - Using advanced functionality such as windowing and time series analysis in compare tables - Making dashboards actionable and accessible in Lightning pages - Monitoring and optimizing query performance using Dashboard Inspector - Configuring dashboards using accurate query types and widget-level parameters |
| Einstein Discovery | 12% | - Adjusting data parameters and adding/removing data or columns to improve models - Building models by assessing data and selecting prediction types (numeric, binary, multi-classification) - Monitoring and interpreting Model Cards to improve or maintain model performance - Enabling prediction features on Lightning record pages across Salesforce and CRM Analytics - Analyzing model results and proposing data improvements |
| Analytics Dashboard Design | 13% | - Identifying appropriate use and configuration of standard CRM Analytics templated apps - Scoping, validating, and prioritizing dashboard design requirements - Creating dashboards following CRM Analytics best practices and UX design principles |
| Administration | 16% | - Embedding analytics in Salesforce - SAQL query language for dashboard JSON and lens queries - Managing CRM Analytics environment and configurations - Understanding recipes (Data Prep) for visual ETL interface |
| Security | 16% | - Implementing security settings for users, groups, and profiles - Dataset security settings using sharing inheritance and security predicates - App sharing based on user and group requirements |
Salesforce Tableau CRM Einstein Discovery Consultant Sample Questions:
1. Why is it important to prepare the data in a CSV file before you bring it into Analytics?
A) To add currency symbols to numeric fields
B) To make sure the content is interesting
C) To make sure Analytics can set the field type correctly
D) To remove column headers
2. How can you restrict access to Analytics data at the row level?
A) Use a security predicate to filter which rows are returned.
B) Use subtle thought control.
C) Manually add a flag to each row to prevent access.
D) Remove restricted rows from the JSON file.
3. What does XMD stand for?
A) Lenses Dataset Fields
B) Extended Metadata
C) Create a JSON
D) Configuring unsupported fields
4. What's the best way to describe the template-info.json file?
A) It's automatically populated every time you create an app from the template.
B) It makes sure that the app includes all the right Salesforce data.
C) It's the boss of the template with all the information needed to create the app.
D) It's a read-only file with all the user documentation for a template.
5. 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'
A) q = timeseries q generate '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 Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"), partition='Region', seasonality=4);
C) q = timeseries q generate 'sum_Sales' as Forecasted_Sales' with (Iength = 12, dateCols=('Date_Year', 'Date_Month". "Y-M"), partition='Region');
D) q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"), partition='Region');
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: C |
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