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| Section | Weight | Objectives |
|---|
| Topic 1: Einstein Discovery | 22% | - Deployment & Usage
- 1. Monitor and maintain model performance
- 2. Embed predictions in dashboards and Lightning pages
- 3. Interpret results and recommendations
- Model Building & Configuration
- 1. Train, evaluate, and refine models
- 2. Select prediction type: numeric, binary, multi-class
- 3. Prepare and assess data for modeling
|
| Topic 2: Security & Access | 12% | - Sharing & Permissions
- 1. Manage user and group access
- 2. Implement row-level security and inheritance
- 3. Configure app, dataset, and field-level security
|
| Topic 3: Data Layer | 23% | - Data Sources & Integration
- 1. Define datasets and map Salesforce objects
- 2. Use Dataflows and Recipes for transformation
- 3. Extract, load, and prepare data using Data Manager
- Data Management & Optimization
- 1. Optimize dataset performance
- 2. Implement data modeling and relationships
- 3. Resolve data sync and refresh issues
|
| Topic 4: Dashboard Design & Development | 25% | - Design Principles
- 1. Design for mobile and Lightning compatibility
- 2. Apply best practices for usability and performance
- Build & Configure Dashboards
- 1. Create lenses, steps, and visualizations
- 2. Implement bindings, filters, and interactions
- 3. Use SAQL for advanced queries
|
| Topic 5: Analytics Administration & Deployment | 18% | - Implementation & Maintenance
- 1. Monitor and optimize query performance
- 2. Manage versioning and deployment
- 3. Use Dashboard Inspector and Publisher
|
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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Sample Questions (Q84-Q89):
NEW QUESTION # 84
Universal Containers' CRM Analytics team is building a dashboard with two widgets.
1. List widget associated to the query "Type_2" and grouped by the dimension "Type" (multi-selection)
2. Donut chart widget associated to the query "Step_pie_3" and grouped by the dimension "Type" The team wants to use bindings/interactions so any selection in the List widget will filter the Donut chart. The queries use different datasets, and users should be able to choose more than one Type (multi-selection).
What is the right syntax for the binding/interaction?
Answer: C
Explanation:
For the given requirement where a selection in a list widget needs to filter data displayed on a donut chart, and considering the list allows for multi-selection of the 'Type', the correct binding/interaction would be to use a syntax that captures the multi-select aspect and passes it appropriately. The right syntax, as indicated in Option A, looks like this:
"{{column(Type_2.selection, [\"Type\"]).asObject()}}"
This syntax ensures:
* Multi-selection: The column() function in combination with .asObject() ensures that multiple selected values from the 'Type_2' query can be passed as an object, which the donut chart can utilize to filter its content.
* Correct Data Type Handling: By using .asObject(), the binding ensures the data passed between widgets maintains the correct structure expected by the CRM Analytics dashboard, thereby ensuring accurate filtering.
NEW QUESTION # 85
ACRM Analytics consultant is reviewing results from an Einstein Discovery story with a business user. They agree with the findings but notice that none of the fields used in the story have a correlation value greater than
4%. The client is now concerned that the model
may not be good enough to deploy.
Which action should the consultant take?
- A. A Identify additional data that may have a stronger relationship with the outcome variable.
- B. Edit the model accuracy settings and rerun it to evaluate the correlation.
- C. Use the appropriate algorithm and update the model.
Answer: A
NEW QUESTION # 86
Universal Containers (UC) uses a Microsoft Azure SQL Data Warehouse to gather information about sales reps' objectives. UC wants to use CRM Analytics to gain insights from this data and automatically load it into a CRM Analytics dataset daily. The data also needs to be transformed and merged with data from the company's org.
Which CRM Analytics user interface features should be used to complete these requirements?
- A. CRM Analytics Connector for Excel used in conjunction with dataflows/recipes
- B. Analytics REST API used in conjunction with dataflows/recipes.
- C. Microsoft Azure SQL Data Warehouse Connector used in Conjuction with dataflows/recipes
Answer: C
NEW QUESTION # 87
The sole manager of a CRM Analytics app at Cloud Kicks is leaving the company.
What should the CRM Analytics consultant do to ensure the app remains accessible?
- A. Wait for the CRM Analytics app to auto-assign an active user as its manager.
- B. Assign an active user the app's manager role before the previous manager is deactivated.
- C. Deactivate the user and assign an active one to the app's manager role.
Answer: B
Explanation:
To ensure continuity in managing a CRM Analytics app at Cloud Kicks after the current manager leaves, it is critical to proactively assign a new manager. Here's why this is the best approach:
* Role Transition: Assigning a new manager before the current manager's account is deactivated ensures there is no gap in app management, maintaining access and administrative continuity.
* Avoid Disruption: Waiting for an automatic reassignment (which does not typically occur in CRM Analytics) or post-deactivation reassignment could disrupt the management and operation of the app, potentially leading to access issues or administrative challenges.
* Proactive Management: This approach is in line with best practices for CRM system management, where critical roles and responsibilities are transitioned smoothly to avoid any operational disruptions.
NEW QUESTION # 88
The CRM Analytics consultant at Cloud Kicks (CK) notices that a specific dashboard is showing a different date and time from their locale. Upon investigating, they find that the recipe and datasetswere created from a locale with a PST time zone while CK is in the CET time zone.
What led to this problem?
- A. The dataset metadata locale Is not overridden by Individual user locale settings.
- B. The developer turned off dynamic time zone in CRM Analytics settings.
- C. Data within datasets is modified for localization or internationalization.
Answer: B
NEW QUESTION # 89
......
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