Teradata Vantage™ Analytics Capabilities

brand
Teradata Vantage
prodname
Teradata Python Package
Teradata R Package
Teradata Vantage
vrm_release
-NA-
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.

NewSQL Engine Nodes

You can run several powerful functions in-database on the NewSQL Engine.

Type of Function SQL Teradata Python Teradata R
  • Attribution
  • DecisionForestPredict
  • DecisionTreePredict
  • GLMPredict
  • NaïveBayesPredict
  • NaïveBayesTextClassifierPredict
  • nPath
  • Sessionize
  • SVMSparsePredict
Teradata Database 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
Time Series, Path and Attribution Analysis Time Series, Path, and Attribution Analysis Teradata Python Package Function Reference Teradata R Package Function Reference
nPath nPath
Statistical Analysis Statistical Analysis
Text Analysis Text Analysis
Cluster Analysis Cluster Analysis
Naïve Bayes Naïve Bayes
Ensemble Methods Ensemble Methods
Association Analysis Association Analysis
Graph Analysis Graph Analysis
Neural Networks Neural Networks
Data Transformation Data Transformation