This repository is a collection of Python scripts and resources for understanding key concepts in data science and machine learning. All the code is refered from this book Data Science from Scratch.
- Data Science from Scratch with Python
- gradient_descent.py
- probability.py
- statistics.py
- linear_algebra_one_dim.py
- linear_algebra_multi_dim.py
- Python for Data Analysis, 3rd Edition
- panda_numpy_basic.py