Data Science Notes

Notes and examples of statistics, data science, and machine learning

Part of henrydashwood.com

Useful Tools

• Geogebra
• Wolfram Alha
• Chat GPT

TODO

• expand linear regression notes
• • linearity
• • error term
• • confidence intervals
• Multiple Regression, use other columns in the autos dataset
• Somers D
• What is shap?
• Unbalanced data

TOREAD

• Interpretable Machine Learning
• Imbalanced Classification with Python
• Statisical Rethinking
• Natural Language Processing with Transformers