/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Primary LanguagePython

crème de la crème of AI courses

👋 hello

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI). Whether you're a beginner or an experienced learner, there's something here for everyone!

🧑‍🎓courses & resources

topic format difficulty release year price course
Stable Diffusion and Deep Learning website 🟩🟩⬜ 2023 free Practical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion by fast.ai
Deep Learning YouTube playlist 🟩⬜⬜ 2023 free 6.S191: Introduction to Deep Learning by Massachusetts Institute of Technology
Deep Learning YouTube playlist 🟩⬜⬜ 2023 free Neural Networks: Zero to Hero by Andrej Karpathy
Large Language Models and Prompt Engineering website 🟩⬜⬜ 2023 free Prompt Engineering Guide by DAIR.AI
MLOps YouTube playlist 🟩🟩⬜ 2022 free Machine Learning Engineering for Production by Andrew Y. Ng
Multimodal Machine Learning YouTube playlist 🟩🟩🟩 2022 free 11-777: Multimodal Machine Learning by Carnegie Mellon University
Deep Learning YouTube playlist 🟩⬜⬜ 2022 free Practical Deep Learning for Coders by fast.ai
Transformers YouTube playlist 🟩🟩🟩 2021 free CS25: Transformers United by Stanford University
Deep Learning YouTube playlist 🟩🟩⬜ 2021 free NYU-DLSP21: NYU Deep Learning Spring by New York University
Natural Language Processing and Transformers website 🟩⬜⬜ 2021 free NLP Course by Hugging Face
Deep Learning book 🟩⬜⬜ 2021 free Dive into Deep Learning by d2l.ai
Reinforcement Learning YouTube playlist 🟩🟩🟩 2021 free Reinforcement Learning Course by DeepMind x University College London
Natural Language Processing YouTube playlist 🟩🟩⬜ 2021 free CS224N: Natural Language Processing with Deep Learning by Stanford University
Deep Learning YouTube playlist 🟩🟩⬜ 2020 free Deep Learning Lecture Series by DeepMind x University College London
Artificial Intelligence Youtube playlist 🟩🟩⬜ 2019 free Stanford CS221: Artificial Intelligence: Principles and Techniques by Stanford University
Computer Vision YouTube playlist 🟩🟩⬜ 2018 free CS231n: Deep Learning for Computer Vision by Stanford University

🦸 contribution

We would love your help in making this repository even better! If you know of an amazing AI course that isn't listed here, or if you have any suggestions for improvement, feel free to open an issue or submit a pull request. If you feel up to the task, please take a peek at our contribution guide.

Together, let's make this the best AI learning hub on GitHub! 🚀