Salesforce Analytics-Con-201 Desktop-Based Practice Program

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Salesforce Analytics-Con-201 Exam Syllabus Topics:

Section	Objectives
Security and Access	- Row-level security and sharing rules - App and dataset permissions
Dashboard and App Development	- Interactive filters and user experience optimization - Lens creation and dashboard design
Einstein Discovery	- Model building and predictions - Insights interpretation and recommendations
Data Integration and Connectivity	- Connecting external data sources - Data synchronization and refresh strategies
Data Management and Preparation	- Data transformation and dataflows - Dataset creation and configuration in CRM Analytics

>> Analytics-Con-201 Exam Syllabus <<

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Salesforce Certified CRM Analytics and Einstein Discovery Consultant Sample Questions (Q35-Q40):

NEW QUESTION # 35
A consultant has been asked to build and embed a dashboard in a Lightning page. Users should only be able to change the dashboard contrast and open Analytics Studio from the header of the dashboard.
How should the consultant achieve this?

A. Deselect the "Show Share Icon" and "Enable Subscriptions" buttons.
B. Deselect the "Enable Notifications" and "Enable Email" buttons.
C. Deselect the "Enable Notifications" and "Enable Subscriptions" buttons.

Answer: C

NEW QUESTION # 36
consultant is reviewing a model that is set to maximize the daily sales quantity of consumer products in stores, and they see this recommendation.

Which action should the consultant take?

A. Remove the Store field from the model definition, because that is the recommended action.
B. Ignore alert; the explanation of variation is only 35%, which is below 50%,
C. Verifyclient expectations that Store is a strong predictor for daily sales quantity.

Answer: C

Explanation:
Upon reviewing the data model and noticing the high correlation alert between 'Store' and daily sales quantity, the appropriate action is to verify with the client their expectations regarding the influence of the Store field on daily sales. Here's the rationale:
* Understanding the Role of 'Store' in the Model: Before making any changes to the model, it's crucial to understand whether the 'Store' field is expected to be a strong predictor based on the business context. If the client expects that different stores inherently have different sales volumes due to factors like location, size, or customer base, this correlation may be both meaningful and desired.
* Potential Data Leakage: High correlation warnings can sometimes indicate data leakage, where a predictor (like 'Store') might inadvertently include information about the outcome variable (daily sales quantity). It's essential to verify whether this correlation makes sense logically or if it's skewing the model predictions.
* Client Consultation: Consulting with the client helps ensure that any modeling decisions align with their business knowledge and expectations. It's about validating the model against real-world expectations and ensuring it remains a useful tool for decision-making.
By taking these steps, the consultant not only adheres to best practices in data science by validating model inputs and their implications but also ensures that the model aligns with the client's business strategies and operational realities.

NEW QUESTION # 37
Cloud Kicks needs a CRM Analytics consultant to install the Appointment Analytics App. After installation, they realize the wrong field was picked and the app did not have access to a newly created field that should be used instead of the old one.
What is the first step the consultant should take to prevent erroneous dataset/dashboard creation?

A. Update the app with the new field after installation.
B. Stop the recipe from running in Data Manager.
C. Cancel running installations from Setup

Answer: B

Explanation:
If the wrong field is selected in the initial setup of an app or dataset, it is important to stop any data processing activities (like recipe executions) to prevent erroneous data from being loaded into datasets and dashboards. In this case, stopping the recipe from running in Data Manager is the correct first step. Once the recipe is stopped, the consultant can update the field selection or make other necessary corrections before restarting the process.

NEW QUESTION # 38
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 Dashboard 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 Dataset XMD was NOT included as part of the deployment package,

Answer: C

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.
Reference: Detailed information on XMD files and their role in formatting is covered in theCRM Analyticsdeployment and customization documentation.

NEW QUESTION # 39
Several users are complaining they are unable to see a specific dashboard on a Salesforce Lightning page anymore. The CRM Analytics consultant logs in as one of the users and sees an error page once the dashboard is opened.
How should the consultant solve this issue?

A. Open the Lightning page, remove the dashboard component, reinsert it, and save the page.
B. Check the Analytics Studio app to see if user's access has been removed.
C. Clone the dashboard and replace the existing one on the Lightning page with the new one

Answer: B

NEW QUESTION # 40
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