This repository contains the code examples and supplementary materials for a machine learning textbook. The book covers fundamental machine learning concepts, algorithms including logistic regression and neural networks, and implements them using Python libraries such as NumPy, scikit-learn, and Theano. It serves as an educational resource for learning machine learning through practical code examples in Jupyter notebooks.