Teradata Vantage Analytics using SQL, Teradata Python or R - -NA- - Teradata Vantage™ Analytics Capabilities - Teradata Package for Python - Teradata Package for R - Teradata Vantage

Product
Teradata Package for Python
Teradata Package for R
Teradata Vantage
Release Number
-NA-
Release Date
March 2020
Content Type
Fast Facts
Publication ID
FF-0001
Language
English (United States)

Teradata Vantage Analytics Capabilities

Teradata Vantage™ provides a wide range of analytic capabilities in your choice of language: SQL, Teradata Package for Python, or Teradata Package for 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 Package for Python Teradata Package for R
  • Attribution
  • DecisionForestPredict
  • DecisionTreePredict
  • GLMPredict
  • NaïveBayesPredict
  • NaïveBayesTextClassifierPredict
  • nPath
  • Sessionize
  • SVMSparsePredict
Teradata Vantage - NewSQL Engine Analytic Functions Teradata Package for Python Function Reference Teradata Package for R 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 Package for Python Teradata Package for R
Statistical Analysis Statistical Analysis Teradata Package for Python Function Reference Teradata Package for R 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