Technology & Engineering8 skills

Data Science skills for AI agents

8 practitioner-grade data science skills, each a focused Markdown document your agent loads into context on demand. Search them from Claude Desktop, Cursor or any MCP client, or pull one with the CLI.

$ npx skilldb search "data science"

All 8 skills

Data Cleaning
Expert guidance on data cleaning and preprocessing techniques for preparing raw data for analysis and modeling.
230 lines
Feature Engineering
Expert guidance on feature engineering patterns for transforming raw data into predictive ML features.
184 lines
Jupyter
Expert guidance on Jupyter notebooks for interactive data exploration, documentation, and reproducible analysis.
174 lines
Matplotlib
Expert guidance on Matplotlib for creating static, animated, and interactive visualizations in Python.
164 lines
Numpy
Expert guidance on NumPy for numerical computing, array operations, and linear algebra in Python.
171 lines
Pandas
Expert guidance on Pandas for tabular data manipulation, transformation, and analysis in Python.
172 lines
Polars
Expert guidance on Polars for high-performance dataframe operations with a lazy query engine in Python.
169 lines
Scikit Learn
Expert guidance on scikit-learn for building, evaluating, and deploying machine learning models in Python.
175 lines