Ecosyste.ms: Awesome
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awesome-machine-learning
:book: List of some awesome university courses for Machine Learning! Feel free to contribute!
https://github.com/RatulGhosh/awesome-machine-learning
- CSC 2515
- Lectures Notes
- Tutorials
- Statistical Learning
- An Introduction to Statistical Learning, with Applications in R
- 8.594J
- Lectures Notes
- Assignments
- CS 7641
- Video Lectures
- 6.867
- Lectures Notes
- Assignments
- CS 7641
- Video Lectures
- 15.097
- Lectures Notes
- Datasets
- Project Ideas
- Machine Learning 10-601
- Lectures
- Datasets
- Project Ideas
- Machine Learning CS229
- Notes
- Project Ideas
- CS 7641
- Video Lectures
- Texts
- UCL course on RL
- Lectures
- Notes
- 18.465
- Lectures Notes
- Assignments
- CS 231n
- Lecture Notes
- Lecture Videos
- Github Page
- CS 224d
- Syllabus
- Lectures and Assignments
- DS-GA 1008
- Yann Lecun
- Course Page
- Recorded Lectures
- **Machine Learning: 2014-2015**
- Torch - propagation, convolutional neural networks, max-margin learning, siamese networks, recurrent neural networks, LSTMs, hand-writing with recurrent neural networks, variational autoencoders and image generation and reinforcement learning
- Lectures and Assignments
- Source code
- EECS E6894
- Readings
- Assignments
- Lecture Notes
- 11-785
- CADL
- CS 224N
- Lectures and Assignments
- CS 224D
- Lectures and Assignments
- 6.864
- Assignments
- Lecture Notes
- EECS E6894
- Readings
- Assignments
- Lecture Notes
- INFR11062
- Assignments
- Lecture Notes
- EECS E6893 & EECS E6895
- Dr. Ching-Yung Lin
- Course Site
- Info 290
- Lecture Videos
- Previous Years coursepage
- CS 156
- Lectures
- Homework
- Textbook
- CS 4786
- Assignments
- Lectures
- CS 109
- Lectures
- Slides
- Labs and Assignments
- 2014 Lectures
- UBC Computer Science 322
- Textbook
- Lecture Lectures
- SLAM Course - WS13/14 - Ludwigs-Universität Freiburg* :video_camera: :green_book:
- Lectures Notes
- Video Lectures
- CSCI 512 - Computer Vision
- Textbook
- Lectures Notes
- Video Lectures
- Project Ideas
- CAP5415-Computer Vision
- Textbook
- Lectures Notes
- Video Lectures
- CVX 101
- Textbook
- Lectures and Assignments
- CS 7637 - Based Artificial Intelligence** *Georgia Institute of Technology* :video_camera:
- Video Lectures
- CS395T
- Lectures and Assignments
- 10-708
- Lecture Videos
- Assignments
- Lecture notes
- Readings
- CS 8803 Artificial Intelligence for Robotics
- Video Lectures
- EE103
- Stephen Boyd
- Lectures
- Book
- Assignments
- Code
- Machine Learning A Cappella - Overfitting Thriller!
- Machine learning jokes!
- Some more jokes!
- This happened for real!
- LossFunctions
- TED talks on ML
- TED talks on AI
- FAQs on ML
- FAQs on Data Science
Programming Languages