ramikrispin,
@ramikrispin@mstdn.social avatar

(1/2) Models Demystified - A Practical Guide from t-tests to Deep Learning 🚀👇🏼

The Models Demystified is a new book by Michael Clark and Seth Berry that focuses on the mechanizing of core data science algorithms. That includes the following topics:
✅ Linear and logistic regression
✅ Generalized Linear Models
✅ Regularization methods
✅ Model training approaches
✅ Deep learning and neural networks
✅ Causal Modeling

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ramikrispin,
@ramikrispin@mstdn.social avatar

(2/2) The code examples are with both R and Python 🐍.

Book 📚: https://m-clark.github.io/book-of-models/

Thanks to the authors for making this book available for free online! 🙏🏼

Image credit: from the book

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