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<h1 align="center">crème de la crème of AI courses</h1> <div align="center">

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👋 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!

👀 looking for ideas

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!

🧑‍🎓courses & resources

<!--- AUTOGENERATED_COURSES_TABLE --> <!--- WARNING: DO NOT EDIT THIS TABLE MANUALLY. IT IS AUTOMATICALLY GENERATED. HEAD OVER TO CONTRIBUTING.MD FOR MORE DETAILS ON HOW TO MAKE CHANGES PROPERLY. -->
topicformatdifficultyrelease yearpricecourse
Generative AIGitHub repository🟩⬜⬜2023free Generative AI for Beginners by Microsoft
Deep LearningYouTube playlist🟩🟩⬜2023free 6.5940 TinyML and Efficient Deep Learning Computing by Massachusetts Institute of Technology
Natural Language ProcessingYouTube playlist🟩🟩⬜2023free Natural Language Processing by The University of Texas at Austin
Deep Learningwebsite🟩⬜⬜2023freeDeep Learning Fundamentals - Learning Deep Learning Using a Modern Open-Source Stack by Sebastian Raschka
Large Language ModelsYouTube playlist🟩🟩⬜2023freeLLM Bootcamp - Spring 2023 by The Full Stack
PythonYouTube playlist🟩⬜⬜2023freeCS50: Introduction to Programming with Python by Harvard University x freeCodeCamp.org
Stable Diffusion and Deep Learningwebsite🟩🟩⬜2023freePractical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion by fast.ai
Deep LearningYouTube playlist🟩⬜⬜2023free6.S191: Introduction to Deep Learning by Massachusetts Institute of Technology
Deep LearningYouTube playlist🟩⬜⬜2023free Neural Networks: Zero to Hero by Andrej Karpathy
Large Language Models and Prompt Engineeringwebsite🟩⬜⬜2023free Prompt Engineering Guide by DAIR.AI
Computer VisionYouTube playlist🟩⬜⬜2023free Computer Vision in Practice by Piotr Skalski x Roboflow
Natural Language ProcessingYouTube playlist🟩🟩⬜2023free CS685: Advanced Natural Language Processing by University of Massachusetts
Linear AlgebraYouTube playlist🟩⬜⬜2022free Linear Algebra for Data Science by Shaina Race
Machine LearningYouTube playlist🟩🟩⬜2022free CS229: Machine Learning by Stanford University
MLOpsYouTube playlist🟩🟩⬜2022free Machine Learning Engineering for Production by Andrew Y. Ng
Multimodal Machine LearningYouTube playlist🟩🟩🟩2022free11-777: Multimodal Machine Learning by Carnegie Mellon University
Deep Multi-Task and Meta LearningYouTube playlist🟩🟩🟩2022freeCS330 Deep Multi-Task and Meta Learning by Stanford University
Deep LearningYouTube playlist🟩⬜⬜2022free Practical Deep Learning for Coders by fast.ai
Deep LearningYouTube playlist🟩⬜⬜2021free Neural Networks from Scratch in Python by Sentdex
Natural Language ProcessingYouTube playlist🟩🟩⬜2021free CS224U: Natural Language Understanding by Stanford University
TransformersYouTube playlist🟩🟩🟩2021freeCS25: Transformers United by Stanford University
Deep LearningYouTube playlist🟩🟩⬜2021freeNYU-DLSP21: NYU Deep Learning Spring by New York University
Natural Language Processing and Transformerswebsite🟩⬜⬜2021free NLP Course by Hugging Face
Deep Learningbook🟩⬜⬜2021free Dive into Deep Learning by d2l.ai
Reinforcement LearningYouTube playlist🟩🟩🟩2021free Reinforcement Learning Course by DeepMind x University College London
Natural Language ProcessingYouTube playlist🟩🟩⬜2021freeCS224N: Natural Language Processing with Deep Learning by Stanford University
Deep LearningYouTube playlist🟩🟩⬜2020free Deep Learning Lecture Series by DeepMind x University College London
Linear Algebrawebsite🟩🟩🟩2019freeAdvanced Linear Algebra - Foundations to Frontiers by Margaret E. Myers & Robert A. van de Geijn
Artificial IntelligenceYoutube playlist🟩🟩⬜2019freeStanford CS221: Artificial Intelligence: Principles and Techniques by Stanford University
Computer VisionYoutube playlist🟩🟩⬜2019freeUniversity of Michigan EECS 498.008 / 598.008: Deep Learning for Computer Vision by University of Michigan
Computer VisionYouTube playlist🟩🟩⬜2018freeCS231n: Deep Learning for Computer Vision by Stanford University
Statistics and ProbabilityYouTube playlist🟩⬜⬜2013free Statistics 110: Probability by Harvard University
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🦸 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! 🚀