Data Science from Scratch

Data Science from Scratch

First Principles with Python

Build data science foundations by implementing algorithms from scratch in pure Python.

About the book

Grus teaches ML and data science by implementing algorithms from first principles in Python, avoiding libraries. 2nd edition covers deep learning, NLP, and statistics. Best for understanding how methods work beneath the abstractions.

Summary

Summary coming soon!