Email the Author
You can use this page to email Carl McBride Ellis about The Orange Book of Machine Learning.
About the Book
The essentials of making predictions using supervised regression and classification for tabular data.
Chapters:
- Introduction
- Statistics
- Exploratory data analysis (EDA)
- Data cleaning
- Cross-validation
- Regression
- Classification
- Ensemble estimators
- Hyperparameter optimization
- Feature engineering and selection
- Why no neural networks/deep learning?
Please feel free to make use of the associated GitHub discussion section.
About the Author
Carl is a freelance data scientist based in Madrid, Spain.