I created this repository to collect links that I find useful in the field of machine learning and deep learning. I will update regularly!
- Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville
- Hands On Machine Learning with Scikit Learn and TensorFlow
- Dive into Deep Learning
- Deep Learning with Python
- Pattern Recognition and Machine Learning
- Natural Language Processing with Python
- Data Mining: Practical Machine Learning Tools and Techniques
- Machine Learning in Action
- Foundations of Machine Learning
- Python Data Science Handbook
- Understanding Machine Learning: From Theory to Algorithms
- SQL Basics Cheat Sheet
- SQL Cheat Sheet
- Python Cheat Sheet
- Comprehensive Python Cheatsheet
- RStudio Cheatsheets
- Data Structures Reference
- A Comprehensive Statistics Cheat Sheet for Data Science Interviews
- Statistics Cheat Sheet
- Your Ultimate Data Science Statistics & Mathematics Cheat Sheet