Effective in version 10.2.2, the application uses the embedded CLAIRE machine learning discovery engine to provide recommendations when you prepare data.

When you view the Project page, the application displays alternate and additional recommendations derived from upstream data sources based on data lineage, as well as documented primary-foreign key relationships.

When you select a column in a worksheet during data preparation, the application displays suggestions to improve the data based on the column data type in the Column Overview panel.

When you perform a join operation on two worksheets, the application utilizes primary-foreign key relationships to indicate incompatible sampling when low overlap for desired key pairs occurs.

For more information, see the "Prepare Data" chapter in the

Informatica 10.2.2 Enterprise Data Lake User Guide

.