Analytics-Con-201 Exam Results

A supplemental dataset is appropriate when an Einstein Discovery model requires predictor information that is not available directly on the Salesforce object used for scoring. During model deployment, CRM Analytics allows supplemental datasets to provide external data, computed fields, or other required model variables. The supplemental dataset is associated with the Salesforce object through corresponding record-ID fields, allowing the additional predictor values to be supplied when predictions are generated. This directly addresses the missing-field situation shown in the exhibit. Deploying without connecting to a Salesforce object is intended primarily when the model does not depend on a Salesforce object, while actionable variables determine which variables Einstein can recommend changing to improve an outcome; they do not supply missing predictor data. Therefore, creating and associating a supplemental dataset is the appropriate solution.

To ensure that CRM Analytics dashboards are optimally usable on both desktop and mobile devices, creating multiple layouts tailored to each device type is crucial. Here's why Option C is the best approach:

Device-Specific Layouts: By creating specific layouts for each device type, you ensure that the dashboard contents are presented in a manner best suited to the screen size and interaction model of the device.

Layout Selectors: These are used to automatically display the appropriate layout based on the device accessing the dashboard, enhancing user experience without manual intervention.

Widget Customization: Resizing or hiding certain widgets for specific device layouts ensures that the dashboard remains clean, uncluttered, and easy to navigate, regardless of the device used.