Data Quality: new features - Cloud - 7.3

Talend Release Notes

Version: Cloud; 7.3
Language: English
Product: Talend Big Data; Talend Big Data Platform; Talend Cloud API Services Platform; Talend Cloud Big Data; Talend Cloud Big Data Platform; Talend Cloud Data Fabric; Talend Cloud Data Integration; Talend Cloud Data Management Platform; Talend Data Fabric; Talend Data Integration; Talend Data Management Platform; Talend Data Services Platform; Talend ESB; Talend MDM Platform; Talend Real-Time Big Data Platform
Module: Talend Cloud API Designer; Talend Cloud API Tester; Talend Cloud Data Inventory; Talend Cloud Data Preparation; Talend Cloud Data Stewardship; Talend Cloud Pipeline Designer; Talend Data Preparation; Talend Data Stewardship; Talend Management Console; Talend Studio
Content: Installation and Upgrade; Release Notes
Last publication date: 2024-03-20

Feature	Description	Available in
Explainable machine learning for data matching	A feature importance report can be generated when using the tMatchModel component. In the tMatchPredict and tMatchIndexPredict components, the new output column (CONFIDENCE_SCORE) indicates the confidence score of a prediction for a pair or cluster.	ⓘ Available in: Big Data Platform Cloud API Services Platform Cloud Big Data Platform Cloud Data Fabric Cloud Data Management Platform Data Fabric Data Management Platform Data Services Platform MDM Platform Real-Time Big Data Platform All Talend Platform and Data Fabric products
Data masking	When using the tDataMasking and tPatternMasking components, the data that cannot be masked can be sent to an invalid flow output. The Format-Preserving Encryption is applied when masking: Credit card numbers IBAN and US bank account numbers	ⓘ Available in: Big Data Platform Cloud API Services Platform Cloud Big Data Platform Cloud Data Fabric Cloud Data Management Platform Data Fabric Data Management Platform Data Services Platform MDM Platform Real-Time Big Data Platform All Talend Platform and Data Fabric products
Validating and enriching contact information	A new component is available: tPersonator. It ensures the quality of a US and Canadian contact database by checking, verifying, moving, and appending contact information.	ⓘ Available in: Big Data Platform Cloud API Services Platform Cloud Big Data Platform Cloud Data Fabric Cloud Data Management Platform Data Fabric Data Management Platform Data Services Platform MDM Platform Real-Time Big Data Platform All Talend Platform and Data Fabric products
Support for additional databases (data mart)	Snowflake is now supported for the data quality data mart.	ⓘ Available in: Big Data Platform Cloud API Services Platform Cloud Big Data Platform Cloud Data Fabric Cloud Data Management Platform Data Fabric Data Management Platform Data Services Platform MDM Platform Real-Time Big Data Platform All Talend Platform and Data Fabric products