README.md

Awesome Free AI Learning Resource

Courses

	Title	By	Topic	Price	Level	Type	Cert	Language	Tag
1	Data Visualization	@freeCodeCamp	💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	💿 Data science 📈 Data visualization 🫙 Javascript 👨‍🏫 Projects
2	Relational Database	@freeCodeCamp	💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	💿 Data science 👨‍🏫 Projects 📊 SQL
3	Scientific Computing with Python	Charles Severance@freeCodeCamp	💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	💿 Data science 👨‍🏫 Projects 🐍 Python 🎥 Video
4	Data Analysis with Python	Santiago Basulto@freeCodeCamp	💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	💿 Data science 👨‍🏫 Projects 🐍 Python 🎥 Video
5	Machine Learning with Python	Tim Ruscica@freeCodeCamp	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	👨‍🏫 Projects 🐍 Python 🎥 Video 🧠 Machine learning
6	Big Data, Large Scale Machine Learning	John Langford, Yann LeCun@New York University	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning ⚡️ Big data
7	Artificial Intelligence	Patrick Henry Winston@MIT	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🤖 AI
8	Natural Language Processing with Deep Learning	Chris Manning@Stanford	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 👽 Deep learning 🗣️ NLP
9	Machine Learning: 2014-2015	Nando de Freitas@Oxford	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning
10	Getting Started with Deep Learning	@NVIDIA	👽 Deep learning	🟥 Paid of 90$	🟥 Advanced	🟩 Self-paced	✅	🇺🇸 English	💿 Data science 👨‍🏫 Projects 🧠 Machine learning ⚡️ Big data 👽 Deep learning 👓 Computer vision
11	Building Video AI Applications at the Edge on Jetson Nano	@NVIDIA	🦿 Robotics	🟩 Free	🟥 Advanced	🟩 Self-paced	✅	🇺🇸 English	👨‍🏫 Projects 🧠 Machine learning 👽 Deep learning 👓 Computer vision
12	Getting Started with AI on Jetson Nano	@NVIDIA	🦿 Robotics	🟩 Free	🟥 Advanced	🟩 Self-paced	✅	🇺🇸 English	👓 Computer vision 💻 Hardware 🦿 Robotics
13	Graduate Summer School: Deep Learning, Feature Learning	Yann LeCun, Yoshua Bengio, Geoffrey Hinton, Andrew Ng, Stanley Osher@UCLA	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning 👽 Deep learning
14	Deep Learning 2017	Ali Ghodsi@University of Waterloo	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
15	Deep Learning	Ali Ghodsi@University of Waterloo	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
16	Statistical Machine Learning: Spring 2017	Ryan Tibshirani, Larry Wasserman@Carnegie Mellon University	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning
17	UVA Deep Learning Course	Yuki Asano@University of Amsterdam	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
18	MIT Deep Learning and Artificial Intelligence Lectures	Lex Fridman@MIT	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning 🚗 Self driving
19	Introduction to Deep Learning	Alexander Amini, Ava Amini@MIT	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning
20	Deep Reinforcement Learning	Sergey Levine@UC Berkeley	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
21	Practical Deep Learning	Jeremy Howard	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
22	Introduction to Deep Learning	Bhiksha Raj, Rita Singh@Carnegie Mellon University	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
23	AI for Everyone	Andrew Ng	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning 🤖 AI 👽 Deep learning
24	Yann LeCun’s Deep Learning Course at CDS	Yann LeCun@New York University	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English 🇫🇷 français	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
25	Neural Networks and Deep Learning	Alan Blair@University of New South Wales	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
26	Spinning Up in Deep Reinforcement Learning	Josh Achiam	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🧠 Machine learning 👽 Deep learning 🎮 Reinforcement learning
27	Introduction to Deep Learning	Alex Smola, Mu Li@UC Berkeley	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
28	Dive into Deep Learning in 1 Day	Alex Smola@ODSC	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🧠 Machine learning 👽 Deep learning
29	Dive into Deep Learning	Rachel Hu, Aston Zhang@GTC	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🧠 Machine learning 👽 Deep learning
30	动手学深度学习在线课程	Mu Li@D2L	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇨🇳 中文	👨‍🏫 Projects 🎥 Video 🧠 Machine learning 👽 Deep learning
31	Practical Machine Learning	Alex Smola, Mu Li	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👨‍🏫 Projects 🧠 Machine learning 👽 Deep learning
32	Learning from Data	Yaser Abu-Mostafa@Caltech	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning ⚡️ Big data
33	Computational Systems Biology: Deep Learning in the Life Sciences	Manolis Kellis@MIT	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	📈 Data visualization 🎥 Video 🧠 Machine learning 👽 Deep learning
34	Introduction to Deep Learning and Generative Models	Sebastian Raschka@UNIVERSITY OF WISCONSIN–MADISON	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning
35	Deep Learning for Speech and Language	Antonio Bonafonte , Javier Hernando , others@Universitat Politècnica de Catalunya	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning 🗣️ NLP
36	Deep Learning on Computational Accelerators	Alex Bronstein@Technion	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning
37	Applications of Deep Neural Networks	Jeff Heaton@Washington University in St. Louis	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning 👽 Deep learning
38	Introduction to Deep Learning	Alexander Amini@MIT	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning 🗣️ NLP 👓 Computer vision
39	Deep Learning	Justin Sirignano@Univ. of Illinois at Urbana-Champaign	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🧠 Machine learning 👽 Deep learning 🗣️ NLP
40	Deep learning course	Victor Lempitsky@Skoltech	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English 🇷🇺 русский	🐍 Python 🎥 Video 🧠 Machine learning 👽 Deep learning 🗣️ NLP
41	Deep Learning for Natural Language Processing	Phil Blunsom@Oxford	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
42	Machine Learning	Tony Jebara@Columbia University	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
43	Harvard University: Introduction to Data Science with Python	Pavlos Protopapas@Havard University	💿 Data science	🟩 Free	🟧 Intermediate	🟩 Self-paced	✅	🇺🇸 English	💿 Data science 🧠 Machine learning
44	Introduction to Machine Learning	Jennifer Listgarten, Jitendra Malik@UC Berkeley	💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
45	Natural Language Processing with Deep Learning	Christopher Manning@Stanford	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
46	Deep Learning for Computer Vision	Fei-Fei Li, Yunzhu Li, Ruohan Gao@Stanford	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
47	Advanced Robotics	Pieter Abbeel@UC Berkeley	🦿 Robotics	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🦿 Robotics
48	Machine Learning	Thorsten Joachims@Cornell University	🧠 Machine learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
49	Machine Learning for Data Science	Lillian Lee@Cornell University	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	💿 Data science 🧠 Machine learning
50	Deep Learning	@New York University	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
51	Deep Learning for Computer Vision and Natural Language Processing	Liangliang Cao, Dr. James Fan@Columbia University	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
52	Introduction to Matrix Methods	John C. Duchi@Stanford	🐍 Python	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🧮 Math
53	Machine Learning	Tom Mitchell@Carnegie Mellon University	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
54	Introduction to Deep Learning	Bhiksha Raj@Carnegie Mellon University	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
55	Mining Massive Data Sets	Jure Leskovec, Mina Ghashami@Stanford	💿 Data science	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	💿 Data science
56	Reinforcement Learning in the Wild		💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎮 Reinforcement learning
57	UVA DEEP LEARNING COURSE	Yuki Asano	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
58	Machine Learning for Beginners	Jen Looper, Stephen Howell, Francesca Lazzeri, Tomomi Imura@Microsoft	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	💿 Data science 🐍 Python
59	Machine Learning Crash Course with TensorFlow APIs	Google for Developers@Google for Developers	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
60	Deep Learning course	Charles Ollion, Olivier Grisel@Institut polytechnique de Paris	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English 🇫🇷 français	🐍 Python 👽 Deep learning
61	Full Stack Deep Learning	Josh Tobin, Sergey Karayev, Pieter Abbeel, Stephanie Sher, James Le, others	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 👽 Deep learning
62	mlcourse.ai – Open Machine Learning Course	Yury Kashnitsky@mlcourse.ai	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🧠 Machine learning
63	Deep Learning Using PyTorch	Hossein Hajiabolhassan	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 👽 Deep learning
64	A Machine Learning Course with Python	Amirsina Torfi@Machine Learning Mindset	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
65	MLOps Zoomcamp	Alexey Grigorev@DataTalks.Club	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🧠 Machine learning
66	Machine Learning course	Vladislav Goncharenko, Radoslav Neychev@MIPT	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English 🇷🇺 русский	🐍 Python 🧠 Machine learning
67	Machine Learning	Andrew Ng@Stanford	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
68	Making Friends with Machine Learning	Cassie Kozyrkov	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
69	Applied Machine Learning	Volodymyr Kuleshov@Cornell University	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
70	Introduction to Machine Learning	Dmitry Kobak@University of Tübingen	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
71	Statistical Machine Learning	Ulrike von Luxburg@University of Tübingen	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
72	Probabilistic Machine Learning	Philipp Hennig@University of Tübingen	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
73	Machine Learning for Healthcare	Peter Szolovits, David Sontag@MIT	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
74	Neural Networks: Zero to Hero	Andrej Karpathy@karpathy.ai	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
75	Deep Learning — Andreas Geiger	Andreas Zell@University of Tübingen	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
76	Foundation Models	Samuel Albanie	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🤖 AI 👽 Deep learning
77	Yann LeCun’s Deep Learning Course	Alfredo Canziani@NYU	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
78	Deep Unsupervised Learning	Pieter Abbeel, Peter Chen, others	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
79	Deep Neural Networks	Sergey Levine, Phillip Isola@UC Berkeley	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
80	Deep Learning	Andrew Ng@Stanford	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
81	Deep Learning for Art, Aesthetics, and Creativity	Ali Jahanian, Alyosha Efros, others@MIT	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
82	Introduction to Artificial Intelligence	Pieter Abbeel, Dan Klein, John DeNero@UC Berkeley	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🤖 AI
83	Advanced Artificial Intelligence	Bart Selman@Cornell University	🤖 AI	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🤖 AI
84	The Society Of Mind	Marvin Minsky@MIT	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🤖 AI
85	Foundations of Artificial Intelligence	Bart Selman@Cornell University	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🤖 AI
86	Introduction to Deep Learning	Yingyu Liang@Princeton University	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
87	Deep learning cource	François Fleuret@University of Geneva	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
88	Deep learning courses	Marc Lelarge, Andrei Bursuc, Jill-Jênn Vie@Dataflowr	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
89	Structure and Interpretation of Deep Networks	Andrew Ross, Yonatan Belinkov, Julius Adebayo, others@MIT	👽 Deep learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
90	Deep Reinforcement Learning	Sergey Levine@UC Berkeley	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
91	Neural Networks	Hugo Larochelle@Université de Sherbooke	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
92	NYU Center for data science	Yann LeCun, Alfredo Canziani@New York University	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
93	learning python	Oleksii Trekhleb	🐍 Python	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python
94	The Complete Python Bootcamp From Zero to Hero in Python	Jose Portilla, Jose Portilla@Umedy	🐍 Python	🟥 Paid of 170$	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	🐍 Python
95	30-Days-Of-Python	Asabeneh Yetayeh	🐍 Python	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python
96	Ultimate Python	Samuel Huang	🐍 Python	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python
97	Getting started with Python	Microsoft@Microsoft	🐍 Python	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python
98	Deep Multi-Task and Meta Learning	Chelsea Finn@Stanford	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
99	Deep Learning in Life Sciences	Manolis Kellis@MIT	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
100	Advanced Robotics	pabbee@UC Berkeley	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
101	Machine Learning with Graphs	Jure Leskovec@Stanford	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
102	Deep Reinforcement Learning	Sergey Levine@UC Berkeley	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
103	Reinforcement Learning Lecture Series	Matteo Hessel@DeepMind	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	✅	🇺🇸 English	👽 Deep learning
104	Reinforcement Learning	Emma Brunskill@Stanford	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
105	Foundations of Deep RL	Pieter Abbeel@UC Berkeley	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	👽 Deep learning
106	Data Science for Beginners	Jasmine Greenaway@Microsoft	💿 Data science	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	💿 Data science
107	Data Engineering Zoomcamp	Ankush Khanna@DataTalks	💿 Data science	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	💿 Data science
108	Python pandas	K. N. TUCKER@DataTalks	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning
109	Evaluating and Debugging Generative AI Models Using Weights and Biases	Carey Phelps@DeepLearning.AI	👽 Deep learning	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 👽 Deep learning
110	ChatGPT Prompt Engineering for Developers	Andrew Ng, Isa Fulford@DeepLearning.AI	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 👽 Deep learning
111	LangChain for LLM Application Development	Andrew Ng, Harrison Chase@DeepLearning.AI	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 👽 Deep learning
112	Building Systems with the ChatGPT API	Andrew Ng, Isa Fulford@DeepLearning.AI	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🎥 Video 👽 Deep learning
113	LangChain & Vector Databases in Production	Davit Buniatyan@activeloop	🧠 Machine learning	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🧠 Machine learning 🤖 AI
114	Building LLM-Powered Apps	Thomas Capelle, Bharat Ramanathan, Darek Kłeczek@Weights & Biases	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🐍 Python 🧠 Machine learning
115	LLM Bootcamp	Josh Tobin, Sergey Karayev, Charles Frye@The Full Stack	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🧠 Machine learning
116	Full Stack Deep Learning	Pieter Abbeel, Josh Tobin, Sergey Karayev, James Le, Vishnu Rachakonda, Saurabh Bipin Chandra@The Full Stack	👽 Deep learning	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 👽 Deep learning
117	Introduction to Machine Learning in Production	Andrew Ng, Cristian Bartolomé Arámburu@Coursera	🧠 Machine learning	🟩 Free	🟩 Beginner	🟩 Self-paced	✅	🇺🇸 English	🎥 Video 👽 Deep learning
118	Introduction to Data-Centric AI	Curtis G.Northcutt, Cody Coleman, Sharon Zhou, Alexandra (Ola) Zytek@MIT	🤖 AI	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🤖 AI
119	NLP Course (Hugging Face)	Sylvain Gugger, Lewis Tunstall, Lysandre Debut, Matthew Carrigan, Sasha Luccioni, Omar Sanseviero, Lucile Saulnier, Leandro von Werra@Hugging Face	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🗣️ NLP
120	CMU Neural Networks for NLP	Graham Neubig@Carnegie Mellon University	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🗣️ NLP
121	Natural Language Understanding	Christopher Potts, Bill MacCartney, Rishi Bommasani, others@Stanford	🤖 AI	🟩 Free	🟩 Beginner	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🗣️ NLP
122	Advanced NLP	Graham Neubig@Carnegie Mellon University	🤖 AI	🟩 Free	🟥 Advanced	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🗣️ NLP
123	Mutilingual NLP	Graham Neubig, Shinji Watanabe, Alan W Black@Carnegie Mellon University	🤖 AI	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🗣️ NLP
124	Advanced NLP	Mohit Iyyer@UMass Amherst	🤖 AI	🟩 Free	🟧 Intermediate	🟩 Self-paced	❌	🇺🇸 English	🎥 Video 🗣️ NLP