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Salesforce Analytics-Con-201 Exam Syllabus Topics:

Section	Weight	Objectives
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. Use SAQL for advanced queries 3. Create lenses, steps, and visualizations
Analytics Administration & Deployment	18%	- Implementation & Maintenance 1. Monitor and optimize query performance 2. Use Dashboard Inspector and Publisher 3. Manage versioning and deployment
Einstein Discovery	22%	- Model Building & Configuration 1. Train, evaluate, and refine models 2. Select prediction type: numeric, binary, multi-class 3. Prepare and assess data for modeling - Deployment & Usage 1. Monitor and maintain model performance 2. Interpret results and recommendations 3. Embed predictions in dashboards and Lightning pages
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
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 Sample Questions (Q56-Q61):

NEW QUESTION # 56
A consultant is preparing a dataset to predict customer lifetime value and is collecting data from a questionnaire that asks for demographic information. A very small number of respondents fill in the Income box, but the consultant thinks that it is an informative column even though it only represents 1% of respondents.
What should the consultant do?

A. Apply the predict missing values transformation in recipe nodes.
B. Drop the field as it will be difficult to get future respondents.
C. Fill in the missing data with an average of all incomes.

Answer: A

NEW QUESTION # 57
Universal Containers' sales team is looking to build a dashboard that shows the total revenue from their top
10 accounts (based on revenue) and make it dynamic with the filters of the dashboard.
Which action is required to accomplish this?

A. Create a query and sort descending by revenue and limit it to 10 results.
B. Create 2 query with a selection based interaction asa filter using the limit query to pass in the 10 Account IDs.
C. Create a query with a results based interaction as a filter using the limit query to pass in the 10 Account IDs.

Answer: A

Explanation:
To create a dashboard showing the top 10 accounts by revenue dynamically, the best approach is to create a query that sorts the accounts in descending order by revenue and limits the results to the top 10. This query can then be used as the data source for the widget, ensuring that it dynamically adjusts based on the filters applied to the dashboard.
This method efficiently handles the task because sorting by revenue and limiting the results to 10 ensures that only the top accounts are displayed, and it remains dynamic with dashboard filters.
Reference: This approach is covered in theBuilding Lenses, Dashboards, and Apps in CRM Analyticsmodule, where techniques for creating dynamic queries are discussed.

NEW QUESTION # 58
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. Cluster
B. Timeseries Forecasting
C. Predict Missing Values

Answer: A

NEW QUESTION # 59
A project team member uploads a CSV file to CRM Analytics, and they notice a few records failed during the upload. The manager wants to view the error log generated so this can be fixed and uploaded again. The manager has the CRM Analytics administrator permissionbut is unable to download the error log details.
Why is the manager unable to download the log details?

A. They do not have the Upload External Data to CRM Analytics permission enabled.
B. Only the user who uploaded the external data file can download the error log.
C. They do not have the Download CRM Analytics Data permission enabled.

Answer: B

Explanation:
In CRM Analytics, when a CSV file is uploaded and errors occur during the upload process, an error log is generated. However, only the user who uploaded the external data file can download the error log, even if other users have administrative permissions. This restriction ensures that only the user responsible for the data upload can access the details to resolve the issues.

NEW QUESTION # 60
A CRM Analytics consultant has been asked to refactor a dashboard so that it loads quicker. After some analysis, the consultant found that most of the dashboard queries run in less than 5 seconds; however, the Opportunities Table takes more time to load when scrolled down from its initial view.
How should the consultant improve the performance of this dashboard?

A. Create a Visualforce page and display a list view of the Opportunities on this new page.
B. Create a second page on the dashboard and move the table to this new page.
C. Create a second dashboard and move the table to this new dashboard.

Answer: B

Explanation:
Reference:CRM Analytics Dashboard Optimization

NEW QUESTION # 61
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