Machine-Learning-Specialization-Coursera Alternatives

cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

MovieRecommender

🎥 Movie Recommender AI System

Car-Price-Prediction

A machine learning project that predicts the price of used cars in the UK

Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

Solutions of Reinforcement Learning, An Introduction

machine-learning

🤖 Repository with machine learning algorithms and implementations (by zaxovaiko)

sympytut_notebooks

A tutorial that shows the powerful capabilities of the computer algebra system SymPy for solving problems of high school math, calculus, mechanics, vectors, and linear algebra problems.

Spotify_Song_Recommender

This project leverages spotify's api and provided user playlists to create and tune a neural network model that generates song recommendations based off of song data in provided playlists.

Machine-Learning-Specializa

DeepLearningLibrary

This library gives a modular design for better control of gradient passing between architecture components. Useful for architectures not using a traditional forward and backward pass.