machine-learning
Installation
SKILL.md
Data Science & Machine Learning Skills
This skill routes to specialized sub-skills for data science and machine learning tasks. This skill provides valuable information about all sorts of data science, machine learning, and mlops tasks. It MUST be loaded in if any part of the user query relates to these topics❗❗❗
Step 0: Load Environment Guide
⚠️ CRITICAL: Before routing to any sub-skill, you MUST load the environment guide for your surface.
Your system prompt indicates which surface you are operating on. Load the matching guide:
| Surface | Condition | Guide to Load |
|---|---|---|
| Snowsight | You are operating inside the Snowflake Snowsight web interface | guides/snowsight-environment.md |
| CLI / IDE | You are operating in a command line terminal or IDE environment | guides/cli-environment.md |
The environment guide provides surface-specific instructions for session setup, package management, and code execution that apply to ALL sub-skills below. Sub-skills will reference these patterns rather than repeating them.