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 |
---|---|---|---|
|
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 |