td-column-transformer
OfficialAdvanced column transformation and feature engineering
Data & Analytics#feature engineering#sql#data transformation#preprocessing#teradata#td_columntransformer
Authorteradata-labs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill automates the complex process of preparing tabular data for machine learning by performing advanced column transformations and feature engineering, ensuring your data is optimized for analytical models.
Core Features & Use Cases
- Automated Data Analysis: Analyzes table structure, data types, and identifies potential features.
- Feature Engineering: Recommends and applies scaling, encoding, and other transformations.
- SQL Generation: Creates production-ready SQL workflows for preprocessing.
- Use Case: Prepare a customer dataset for a churn prediction model by automatically scaling numerical features and encoding categorical ones using the
TD_ColumnTransformerfunction.
Quick Start
Analyze table 'my_database.customer_data' and prepare it for modeling.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: td-column-transformer Download link: https://github.com/teradata-labs/claude-cookbooks/archive/main.zip#td-column-transformer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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