Introduction to Machine Learning Engine | Teradata Vantage - 2.2.2 - Introduction to Machine Learning Engine - Teradata Vantage - Teradata Vantage on AWS

Teradata Vantage™ User Guide

Product
Teradata Vantage
Teradata Vantage on AWS
Release Number
2.2.2
Release Date
April 2021
Content Type
User Guide
Publication ID
B700-4002-041K
Language
English (United States)

Teradata Vantage™ is our flagship analytic platform offering, which evolved from our industry-leading Teradata® Database. Until references in content are updated to reflect this change, the term Teradata Database is synonymous with Teradata Vantage.

The Machine Learning Engine (ML Engine) provides a suite of machine learning analytic functions to perform analytics on your entire dataset. It supports training the model with full datasets without giving up end-to-end performance of an analytic workload.

ML Engine is designed to work with a combination of structured, multi-structured, and unstructured data (for example: text, numeric, tabular, files, CLOB, and BLOB data types) to perform Path and Pattern, Text, Machine Learning, and Graph analytics in the same workload.

ML Engine includes:

Engine Description
Machine Learning Engine Provides more than 100 pre-built analytic functions for Path, Pattern, Statistical, Machine Learning, and Text analytics to solve a range of business problems.
Graph Engine Provides a set of functions that discover relationships between people, products, and processes within a network.