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
2024-02-08

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