td-random-forest

What problem does it solve?

This Skill automates the complex process of building and deploying high-accuracy classification models directly within Teradata Vantage, enabling data scientists to quickly derive insights and make predictions without extensive manual SQL coding.

Core Features & Use Cases

• End-to-End Workflow: Manages the entire machine learning lifecycle from data analysis and preprocessing to model training, prediction, and evaluation.
• Automated SQL Generation: Dynamically generates optimized SQL scripts tailored to your specific table structure and data.
• Use Case: Predict customer churn by training a Random Forest model on historical customer data stored in Teradata, then use the model to score current customers and identify those at high risk of leaving.

Quick Start

Analyze table: my_database.customer_data with target column: churn_flag.