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Salesforce Analytics-Con-201 Exam Syllabus Topics:

Section	Weight	Objectives
Data Layer	23%	- Data Management & Optimization 1. Implement data modeling and relationships 2. Optimize dataset performance 3. Resolve data sync and refresh issues - Data Sources & Integration 1. Define datasets and map Salesforce objects 2. Extract, load, and prepare data using Data Manager 3. Use Dataflows and Recipes for transformation
Analytics Administration & Deployment	18%	- Implementation & Maintenance 1. Manage versioning and deployment 2. Monitor and optimize query performance 3. Use Dashboard Inspector and Publisher
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
Security & Access	12%	- Sharing & Permissions 1. Implement row-level security and inheritance 2. Configure app, dataset, and field-level security 3. Manage user and group access
Einstein Discovery	22%	- Model Building & Configuration 1. Select prediction type: numeric, binary, multi-class 2. Prepare and assess data for modeling 3. Train, evaluate, and refine models - Deployment & Usage 1. Monitor and maintain model performance 2. Interpret results and recommendations 3. Embed predictions in dashboards and Lightning pages

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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Sample Questions (Q44-Q49):

NEW QUESTION # 44
The CRM Analytics project team at Universal Containers is creating an app with dashboards, datasets, and lenses. The app has been shared with multiple users with Viewer, Editor, and/or Manager access.
One end user is unable to view the dashboard watchlist that was previously set up. They are receiving a
"Resource not found" error while trying to access the dashboard. The team confirms that the end user has Viewer access to the app but the project team is able to view the dashboard.
What is the reason for this error?

A. The dashboard or App permission needs to be updated to Editor.
B. The dashboard has been hidden by a user with Manager access to the App.
C. The dashboard is deleted by a user with Manager access to the App.

Answer: B

NEW QUESTION # 45
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. The field value added in the CSV file was contained within double quotes.
C. Proper transformations need to be performed at the external source prior to External Data API callout.

Answer: A

NEW QUESTION # 46
Universal Containers has a single dataset that contains the attainment and commission fields for all sales reps.
Each sales rep should be able view the attainment data for each rep in their division. Each repshould only be able to see their own commission data.
Which option should a CRM Analytics consultant use to enforce this requirement?

A. Utilize a single dataset and apply security predicates and/or sharing inheritance.
B. Add the sales organization to the attainment dataset access list to be able to view commission data.
C. Create separate datasets for attainment and commission, and apply security Predicates and/or sharing inheritance.

Answer: C

NEW QUESTION # 47
Universal Containers (UC) is looking to create a dashboard for whitespace analysis. UC wants to view a particularcustomer and see what similarcustomers have bought.
Which recipe transformation is helpful for the consultant to use while creating the dataset?

A. Predict Missing Values
B. Timeseries Forecasting
C. Cluster

Answer: C

Explanation:
Reference:CRM Analytics Recipes and Transformation

NEW QUESTION # 48
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. Set the organization-wide default for the Opportunity object to Public Read/Write.
B. Flatten the role hierarchy in the recipe and set a backup securitypredicate based on opportunityowner and role path.
C. Create a manual sharing rule to extend access to the VP of sales from the opportunity record.

Answer: B

NEW QUESTION # 49
......

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