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Salesforce Analytics-Con-201 Exam Syllabus Topics:

Section	Weight	Objectives
Einstein Discovery	22%	- Model Building & Configuration 1. Train, evaluate, and refine models 2. Prepare and assess data for modeling 3. Select prediction type: numeric, binary, multi-class - Deployment & Usage 1. Embed predictions in dashboards and Lightning pages 2. Interpret results and recommendations 3. Monitor and maintain model performance
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
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. Resolve data sync and refresh issues 2. Optimize dataset performance 3. Implement data modeling and relationships
Analytics Administration & Deployment	18%	- Implementation & Maintenance 1. Monitor and optimize query performance 2. Use Dashboard Inspector and Publisher 3. Manage versioning and deployment
Security & Access	12%	- Sharing & Permissions 1. Manage user and group access 2. Configure app, dataset, and field-level security 3. Implement row-level security and inheritance

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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Analytics-Con-201 Prüfungsfragen mit Lösungen (Q17-Q22):

17. Frage
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. Deactivate the user and assign an active one to the app's manager role.
C. Assign an active user the app's manager role before the previous manager is deactivated.

Antwort: C

Begründung:
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.

18. Frage
A CRM Analytics consultant is building a dashboard for Cloud Kicks that is embedded in a separate Lightning page called "Management Dashboard" using a CRM Analytics Dashboard Component. The system administrator and the contract manager should both have access. The system administrator is able to see the dashboard and the data, but the contract manager sees a blank Lightning page.
What is causing the issue?

A. The consultant has set up/enabled a 'Hide on Error' feature for the dashboard while embedding it.
B. The consultant has set up a dashboard filter condition for data to be visible to system administrators only.
C. The consultant has set up component visibility for the dashboard for system administrators only.

Antwort: C

Begründung:
Reference:CRM Analytics and Lightning Components

19. Frage
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 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.
B. 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.
C. 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.

Antwort: A

20. Frage
A model created with a GLM algorithm produced unsatisfactory results.
When re-running the model, which type of algorithm should the consultant use to improve the results?

A. XGBoost
B. K-Nearest Neighbors
C. Support Vector Machines

Antwort: A

21. Frage
Universal Containers (UC) is using CRM 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
UC wants to delete all activities from Dataset A related to users in Dataset B.
How should the CRM Analytics consultant help UC achieve this?

A. Use the "update" transformation and utilize the "filter" node.
B. Use the combination of recipe transformations: "join" and "filter".
C. Use the recipe node "delete" and set "userID" as the deletion ID.

Antwort: B

Begründung:
Reference:CRM Analytics Recipes: Join and Filter Transformations

22. Frage
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