Teradata Vantage™ Analytics Capabilities - Teradata Vantage

prodname
Teradata Python Package
Teradata R Package
Teradata Vantage
vrm_release
-NA-
created_date
March 2020
category
Fast Facts
featnum
FF-0001

Teradata Vantage Analytics Capabilities

Teradata Vantage™ provides a wide range of analytic capabilities in your choice of language: SQL, Python, or R.

Advanced SQL Engine Nodes

You can run several powerful functions in-database on the Advanced SQL (was NewSQL) Engine.

Type of Function SQL Teradata Python Teradata R
  • Attribution
  • DecisionForestPredict
  • DecisionTreePredict
  • GLMPredict
  • NaïveBayesPredict
  • NaïveBayesTextClassifierPredict
  • nPath
  • Sessionize
  • SVMSparsePredict
Teradata Vantage - NewSQL Engine Analytic Functions Teradata Python Package Function Reference Teradata R Package Function Reference

Analytics Nodes

The Machine Learning and Graph Engines (ML/G) provide extensive analytic capabilities. The Teradata Vantage - Machine Learning Engine Analytic Function Reference provides syntax and examples for all its functions. The table below gives links to the various sections.

Type of Function SQL Teradata Python Teradata R
Statistical Analysis Statistical Analysis Teradata Python Package Function Reference Teradata R Package Function Reference
Path and Pattern Analysis Path and Pattern Analysis
Data Preparation and Transformation Data Preparation and Transformation
Cluster Analysis Cluster Analysis
Time Series Analysis Time Series Analysis
Predictive Modeling Predictive Modeling
Text Analysis Text Analysis
Graph Analysis Graph Analysis
Association and Recommendations Association and Recommendations