machine learning and deep learning tutorials, articles and other resources

A collection of machine learning examples and tutorials.

An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more.

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

A curated list of automated machine learning papers, articles, tutorials, slides and projects

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

:earth_americas: machine learning tutorials (mainly in Python3)

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Machine learning lessons and teaching projects designed for engineers

Coding the Machine Learning Tutorial for Learning to Learn

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

a curated list of R tutorials for Data Science, NLP and Machine Learning

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Tutorial on scikit-learn and IPython for parallel machine learning

Tutorials and training material for the H2O Machine Learning Platform

A curated list of Machine Learning Surveys, Tutorials and Books.

🧙 A web app to generate template code for machine learning

Machine learning datasets used in tutorials on MachineLearningMastery.com

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

Code, exercises and tutorials of my personal blog ! 📝

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

I am Duncan, a cofounder at Rose City Robotics. This public repository is used as an easy to update list of resources for AI developers including technical courses, books, and tutorials on artificial intelligence, deep learning and machine learning. PRs welcome!

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning