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!
I am looking for a good free course on statistics, linear algebra, integrals and derivatives that could be a good mathematical training for people who want to start a career in ML. I look forward to hearing your ideas!
| topic | format | difficulty | release year | price | course |
|---|---|---|---|---|---|
| Large Language Models | YouTube playlist | 🟩🟩⬜ | 2023 | free | LLM Bootcamp - Spring 2023 by The Full Stack |
| Python | YouTube playlist | 🟩⬜⬜ | 2023 | free | CS50: Introduction to Programming with Python by Harvard University x freeCodeCamp.org |
| 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 |
| Computer Vision | YouTube playlist | 🟩⬜⬜ | 2023 | free | Computer Vision in Practice by Piotr Skalski x Roboflow |
| 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 | 🟩🟩⬜ | 2019 | free | University of Michigan EECS 498.008 / 598.008: Deep Learning for Computer Vision by University of Michigan |
| Computer Vision | YouTube playlist | 🟩🟩⬜ | 2018 | free | CS231n: Deep Learning for Computer Vision by Stanford University |