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Salesforce Analytics-Con-201 Exam Syllabus Topics:

Section	Weight	Objectives
Data Layer	23%	- Data Management & Optimization 1. Optimize dataset performance 2. Resolve data sync and refresh issues 3. Implement data modeling and relationships - 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
Dashboard Design & Development	25%	- Build & Configure Dashboards 1. Implement bindings, filters, and interactions 2. Create lenses, steps, and visualizations 3. Use SAQL for advanced queries - Design Principles 1. Apply best practices for usability and performance 2. Design for mobile and Lightning compatibility
Einstein Discovery	22%	- Model Building & Configuration 1. Prepare and assess data for modeling 2. Select prediction type: numeric, binary, multi-class 3. Train, evaluate, and refine models - Deployment & Usage 1. Monitor and maintain model performance 2. Embed predictions in dashboards and Lightning pages 3. Interpret results and recommendations
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
Analytics Administration & Deployment	18%	- Implementation & Maintenance 1. Monitor and optimize query performance 2. Use Dashboard Inspector and Publisher 3. Manage versioning and deployment

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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Analytics-Con-201 Prüfungsfragen mit Lösungen (Q107-Q112):

107. Frage
Exhibit.

Given that the queries are using different datasets, which change should a CRM Analytics consultant make to solve this issue?

A. Use result binding/Interaction in the filters section of the query "Type 1".
B. Use "Connect Data Sources" and create a connection to connect the two datasets.
C. Use "Connect Data Sources" and create a connection to connect the two widgets.

Antwort: B

108. Frage
A dashboard designer at Cloud Kicks creates a dashboard in CRM Analytics. The designer notices fields display on the dashboard with their APIlabels, such as "AccountId.Industry", and wants to change this behavior.
The designer also notices that the fields and their order appear to randomly change when a values table is created.
What should the CRM Analytics consultant explain to help the designer?

A. The field labels can only be changed in the widget properties in the dashboard edit mode.
B. The default fields in a values table can be changed by reordering how fields appear in the JSON of the value table.
C. The default fields In a values table and the field labels can be modified in the dataset explorer.

Antwort: C

Begründung:
For the scenario at Cloud Kicks where fields display with their API labels and the fields in a values table seem to change order randomly, the correct approach is to modify these settings in the dataset explorer within CRM Analytics. This allows for a more intuitive display and control over how data is presented in dashboards.
Here's how these adjustments help:
* Modifying Field Labels: Changing the field labels from their API names to more user-friendly names enhances readability and user experience. This can be done directly in the dataset explorer, which affects how fields appear across all dashboards utilizing that dataset.
* Controlling Field Order: The order of fields in a values table can seem random if not explicitly set. By using the dataset explorer, a designer can specify the order in which fields appear, which then reflects consistently in the dashboard's values table.
This functionality is part of CRM Analytics' aim to provide flexible and customizable data visualization tools.
Training on these features is available through various Salesforce Trailhead modules that discuss dashboard and dataset customization techniques, providing practical insights and guided tutorials to enhance dashboard design and user interaction.
Both these explanations are consistent with best practices as outlined in Salesforce's CRM Analytics documentation and the Trailhead educational content, ensuring that users are well-equipped to leverage the full capabilities of CRM Analytics for effective data management and presentation.

109. Frage
A consultant sets up a Sales Analytics templated app that is very useful for sales operations at Universal Containers (UC). UC wants to make sure all of the data assets associated with the app, including:
recipes, dataflows, connectors, Einstein Discovery models, and prediction definitions are refreshedeveryday at
6:00 AM EST.
How should the consultant proceed?

A. Use the Data Manager and schedule the recipes/dataflows to run at 6:00 AM EST based on 'Time-based Scheduling'.
B. Use the Data Manager and schedule each item to run at 6:00 AM EST based on 'Time-based Scheduling'.
C. Use the App Install History under Analytics Settings and schedule the app to run at 6:00 AM EST.

Antwort: C

110. Frage
What is a benefit of introducing a second local connector?

A. Better deployment management between sandboxes and production environment
B. Better performance by syncing data according to the refresh necessities
C. Better maintenance by having a connector per recipe

Antwort: B

Begründung:
Introducing a second local connector in CRM Analytics can improve performance by enabling more granular control over data syncs. By having a separate connector, different datasets or recipes can be synchronized independently based on specific refresh needs, reducing load and improving overall performance. This approach helps optimize data flow operations, especially in large-scale deployments with varying data refresh requirements.

111. 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 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.

Antwort: B

112. Frage
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