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| Section | Weight | Objectives |
|---|
| Topic 1: Einstein Discovery | 22% | - Deployment & Usage
- 1. Monitor and maintain model performance
- 2. Interpret results and recommendations
- 3. Embed predictions in dashboards and Lightning pages
- Model Building & Configuration
- 1. Select prediction type: numeric, binary, multi-class
- 2. Prepare and assess data for modeling
- 3. Train, evaluate, and refine models
|
| Topic 2: Data Layer | 23% | - Data Sources & Integration
- 1. Use Dataflows and Recipes for transformation
- 2. Extract, load, and prepare data using Data Manager
- 3. Define datasets and map Salesforce objects
- Data Management & Optimization
- 1. Resolve data sync and refresh issues
- 2. Implement data modeling and relationships
- 3. Optimize dataset performance
|
| Topic 3: Analytics Administration & Deployment | 18% | - Implementation & Maintenance
- 1. Monitor and optimize query performance
- 2. Manage versioning and deployment
- 3. Use Dashboard Inspector and Publisher
|
| Topic 4: Security & Access | 12% | - Sharing & Permissions
- 1. Implement row-level security and inheritance
- 2. Manage user and group access
- 3. Configure app, dataset, and field-level security
|
| Topic 5: 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. Implement bindings, filters, and interactions
- 2. Create lenses, steps, and visualizations
- 3. Use SAQL for advanced queries
|
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Exam Analytics-Con-201 Flashcards, Valid Analytics-Con-201 Test Question
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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Sample Questions (Q53-Q58):
NEW QUESTION # 53
At Universal Containers, a dashboard is built to track sales metrics. The Opportunity amount field has conditional formatting added - it turns green for closed won and red for closed lost.
How should a CRM Analytics consultant enhance the dashboard design to become more accessible to users with color vision challenges?
- A. Make the numbers bold to emphasize whether it is won or lost.
- B. Add up and down arrow next to the KPIs to make it more understandable.
- C. Position Alt Texts next to the KPIs to make itmore understandable.
Answer: B
Explanation:
Enhancing accessibility, especially for users with color vision challenges, is critical. Adding up and down arrows next to the KPIs:
* Visual Cues: Provides a non-color dependent method to indicate whether metrics are positive (up arrow) or negative (down arrow).
* Accessibility: Improves understanding for users with color vision deficiencies, ensuring that the dashboard is inclusive.
* User Experience: Enhances the overall usability of the dashboard by making the interpretation of data straightforward and less reliant on color.
NEW QUESTION # 54
A data architect wants to use a recipe transformation to implement row level security based on role hierarchy in Salesforce.
Which transformation should the architect use to level the dataset hierarchy?
- A. Flatten
- B. Join
- C. Aggregate
Answer: A
NEW QUESTION # 55
Universal Containers wants to create two dashboards and has two user groups. The 'Regional Performance' dashboard should be accessible to sales reps and managers/executives to keep track of how sales reps are performing in each region. Sales reps must only be able to see data pertaining to their respective region. The 'National Performance' dashboard is using the same data as the other dashboard but should only be accessible to managers/executives to compare data across all regions.
In addition to row-level security to view only regional data, how should a consultant ensure that sales reps are unable to view the 'National Performance' dashboard?
- A. Create two datasets, one app; store both 'Regional Performance' dashboard, 'National Performance' dashboard, and dataset in the app; and provide access to both user groups to this app.
- B. Create one dataset, two apps; store 'Regional Performance' dashboard and dataset In one app; and provide access to both user groups to this app. Store 'National Performance' dashboard in another app and only provide access tomanagers/executives.
- C. Create one dataset, one app; store both 'Regional Performance' dashboard, 'National Performance' dashboard, and dataset in the app; and provide access to both user groups to this app. Use row-level security to restrict sales repsfrom seeing data in 'National Performance' dashboard.
Answer: B
NEW QUESTION # 56
A CRM Analytics consultant is working on Sales dashboards with multiple datasets and advanced queries in the Sales Analytics app.
Sales managers in the organization have been given Editor/Manager access to the app, whereas sales reps have been given Viewer access.
Some dashboards that are in progress are not ready to be rolled out to sales reps and should only be viewable by sales managers.
How should the consultant accomplish this?
- A. Duplicate the dashboards and their respective datasets, and move the assets to a separate app for the sales rep.
- B. Remove the dashboard from the 'Run App' navigation list so the sales reps cannot navigate to these dashboards.
- C. Leverage the CRM Analytics asset visibility feature to hide the assets from the users.
Answer: C
Explanation:
In CRM Analytics, you can control the visibility of dashboards and other assets using theasset visibilityfeature. This allows the consultant to restrict access to specific assets (like dashboards) for certain groups of users, such as sales reps, without needing to duplicate datasets or move dashboards to another app.
This is the most efficient way to manage access for dashboards in progress while allowing only sales managers to view the in-progress dashboards.
Reference: TheCRM Analytics asset visibilityfeature is described in detail in theBuilding Lenses, Dashboards, and Appsmodule, where different user access levels are explained.
NEW QUESTION # 57
Universal Containers intends to use a custom Salesforce big object in its org and visualize the data using CRM Analytics. As the number of rows to be synced is quite large, the CRM Analytics consultant is looking to set up an incremental sync with additional filters added as part of the data sync to improve performance.
What should the consultant keep in mind while implementing this?
- A. Incremental data syne Is NOT supported for big objects.
- B. Custom big objects are NOT supported by CRM Analytics.
- C. Only SOSL queries can be used as data syne filters.
Answer: A
NEW QUESTION # 58
......
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