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