ethen8181/machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Python tutorials in both Jupyter Notebook and youtube format.

A collection of machine learning examples and tutorials.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Machine learning in Python with scikit-learn MOOC