Awesome materials for learning about Artificial Intelligence
- The Hundred-Page Machine Learning Book
- Understanding Machine Learning
- Machine Learning: A Probabilistic Perspective
- Introduction to Machine Learning
- An Introduction to Statistical Learning
- Introduction to Numpy
- Machine Learning & Deep Learning Fundamentals (update to lecture 36)
- What is the Difference Between a Batch and an Epoch in a Neural Network?
- An Overview of Regularization Techniques in Deep Learning (with Python code)
- PyTorch Tutorials
- Neural Network Programming - Deep Learning with PyTorch (update to lecture 23)