td-glm

Automate GLM creation and deployment with Teradata ClearScape Analytics TD_GLM.

7|Updated Dec 3, 2025
One-click install
npx skills add https://github.com/teradata-labs/claude-cookbooks --skill td-glm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: td-glm
Source: https://github.com/teradata-labs/claude-cookbooks/tree/main/skills/analytics/td-glm
Command: npx skills add https://github.com/teradata-labs/claude-cookbooks --skill td-glm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the end-to-end process of building and deploying Generalized Linear Models (GLM) on Teradata Vantage, enabling powerful regression and classification analytics without manual SQL scripting.

Core Features & Use Cases

  • Automated Workflow: Handles data analysis, preprocessing, model training, prediction, and evaluation.
  • GLM Families: Supports Linear, Logistic, and Poisson regression for diverse analytical needs.
  • Use Case: Predict customer churn (classification) or forecast sales (regression) using your Teradata data with a complete, production-ready GLM pipeline.

Quick Start

Use the td-glm skill to analyze table: my_database.customer_data with target column: churn_flag.

Frequently Asked Questions about td-glm

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build generalized linear models in Teradata Vantage without writing SQL?

You can build generalized linear models in Teradata Vantage without SQL by using this Skill to automate data preprocessing, model training, prediction, and evaluation via the TD_GLM function.

Can I run logistic regression for customer churn prediction directly on my Teradata database?

Yes, you can run logistic regression for customer churn prediction directly on Teradata. The Skill automates classification workflows using the TD_GLM function to process your in-database data.

What regression families are supported for in-database analytics on Teradata ClearScape Analytics?

The regression families supported for in-database analytics on Teradata ClearScape Analytics are Linear, Logistic, and Poisson regression, covering diverse classification and forecasting use cases.

Do I need Teradata ClearScape Analytics enabled to automate GLM training and prediction?

Yes, you need Teradata Vantage with ClearScape Analytics enabled and appropriate database permissions to automate GLM training, feature engineering, prediction, and evaluation workflows.

What is the best way to forecast sales using a generalized linear model on large-scale database data?

The best way to forecast sales using a generalized linear model on large-scale database data is automating the complete pipeline with Teradata ClearScape Analytics to keep processing in-database.

Are there limitations when using TD_GLM for feature engineering and model evaluation?

TD_GLM limitations depend on your Teradata Vantage environment and database permissions. The Skill automates feature engineering and model evaluation but requires ClearScape Analytics to be properly enabled.