Salesforce Consultant Tableau-CRM-and-Einstein-Discovery-Consultant Book

In Einstein Discovery, it is not necessary to remove all potential collinear fields before executing the build story because:

• B: No. Although it is ideal to eliminate collinearity as soon as possible, Einstein will give a warning post-build and the ridge regression will prevent collinearity from over-fitting. Einstein Discovery includes mechanisms such as ridge regression to manage collinearity, which helps prevent the model from over-fitting even when collinear variables are present.

The status of a CSV upload in Salesforce Analytics can be viewed in the Data Manager. This tool provides a centralized interface to manage data-related tasks, including uploads, dataflow operations, and dataset management. By accessing the Data Manager, users can track the progress and status of their CSV uploads, ensuring they have control and visibility over data integration processes. Reference: Salesforce Documentation - Data Manager

To address the performance issue with data sync (replication) caused by unnecessary data being synced, the consultant should:

• D: Update the existing data sync (replication) process by removing unused fields with a filter to extract relevant data. This approach minimizes the data volume being synchronized by focusing only on relevant fields and records, thereby improving the performance of the data sync processes.