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Salesforce Analytics-Con-201 Exam Syllabus Topics:

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

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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Sample Questions (Q102-Q107):

NEW QUESTION # 102
A CRM Analytics administrator is working on deploying a dashboard and a dataset from a developer sandbox to a full sandbox. They have deployed the dataset via change set and manually copy-pasted the dashboard JSON into the target org. However, they notice that the conditional formatting and the widget-specific number formats have been lost in the target environment.
What is causing this issue?

A. Analytics Dataset XMD was NOT included as part of the deployment package,
B. The recipe that generated the dataset also needs to be included as part of the package.
C. Analytics Dashboard XMD was NOT included as part of the deployment package.

Answer: A

Explanation:
When deploying a dataset and dashboard between environments in CRM Analytics, it's essential to include theExtended Metadata (XMD)file, which controls aspects such as conditional formatting and number formatting. In this case, the administrator manually copied the dashboard JSON but did not deploy the Analytics Dataset XMD, which leads to the loss of conditional formatting and widget-specific number formats in the target environment. Including the XMD ensures that all formatting and metadata are transferred correctly.

NEW QUESTION # 103
Universal Containers has a well-defined role hierarchy in Salesforce where everyone is assigned to an appropriate node. The accounts within their instance are categorized by their demography.
An individual sales rep should be able to view all accounts that they own. In addition, sales reps should be able to see any accounts where the value of the account demography matches the demography defined on their user record. A user could have more than one demography defined on their user record.
To meet this requirement, the CRM Analytics consultant has set up a security predicate of the existing
'Account' dataset as follows:

This, however, does not seem to be working as expected.
What is causing the issue?

A. The security predicate needs to be updated as 'Ownerld' == "sUser.id" || 'Demography' = "$User.
Demographic__c'.
B. The Sales Rep is not provided access permission on custom field Demographic__c on the User object.
C. The Analytics Security User is not provided access permission on custom field Demographic_c on the User object.

Answer: B

Explanation:
The issue with the security predicate not functioning as expected likely stems from a permissions issue related to the custom field Demographic__c on the User object. Here's a detailed explanation:
* Field-Level Security: If the sales reps do not have access to the Demographic__c field, the security predicate which references this field cannot execute properly as the system cannot evaluate the predicate without accessing the field.
* Permission Settings: Ensuring that the sales reps have the necessary permissions to view and use the Demographic__c field is crucial for the security predicate to function correctly.
* Data Visibility: The security model in CRM Analytics relies heavily on the underlying data permissions in Salesforce. If these permissions are not correctly configured, the expected data visibility through CRM Analytics will not be achieved.

NEW QUESTION # 104
A CRM Analytics consultant at Cloud Kicks is trying to upload data using an External Data API and the CSV file with the data wasuploaded successfully. Upon analyzing the data using a lens, they find they are unable to perform any mathematical operations as all the data and fields are treated as dimensions.
What is causing the problem?

A. JSON metadata file was not uploaded along with the CSV data file.
B. Proper transformations need to be performed at the external source prior to External Data API callout.
C. The field value added in the CSV file was contained within double quotes.

Answer: A

NEW QUESTION # 105
CRM Analytics team plans to enable data sync.
Which limit specific to data syne should the team consider before enabling the feature because it may impact existing jobs?

A. Maximum number of objects that can be enabled for data sync
B. Maximum number of Full Sync connection mode enabled
C. Maximum number of data sync jobs cannot exceed the limit

Answer: A

Explanation:
In CRM Analytics, when planning to enable data sync, one of the critical considerations is the limit on the number of objects that can be enabled for data sync. This limit is essential because it determineshow many different Salesforce objects (like Accounts, Opportunities, etc.) can be synchronized concurrently. Exceeding this limit could impact the performance of existing sync jobs or prevent new sync jobs from being configured.
Key points to consider include:
* Performance Impact: Syncing too many objects simultaneously can lead to increased load times and potential delays in data availability, impacting users' ability to access up-to-date information.
* Resource Allocation: CRM Analytics allocates resources based on the number of objects being synchronized, and there are practical limits to these resources to ensure stable and efficient operation.
For a more detailed understanding and to manage these limits effectively, Salesforce provides documentation and guidelines within the CRM Analytics resources, which can be further explored in the Trailhead modules specifically focusing on data management and synchronization practices.

NEW QUESTION # 106
consultant is tasked with creating an opportunity dataset for a new analytics app. One requirement is to make sure users only see the opportunities they have access to in Salesforce. Opportunity records are private but shared using the role hierarchy. The consultant runs the sharing inheritance coverage assessment and finds that the VP of sales is not covered by the sharing inheritance. The consultant decides to proceed with using sharing inheritance for the dataset.
What else does the consultant need to do?

A. Create a manual sharing rule to extend access to the VP of sales from the opportunity record.
B. Flatten the role hierarchy in the recipe and set a backup securitypredicate based on opportunityowner and role path.
C. Set the organization-wide default for the Opportunity object to Public Read/Write.

Answer: B

NEW QUESTION # 107
......

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