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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
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- CS 7641
- CS 7637 - Based Artificial Intelligence** *Georgia Institute of Technology* :video_camera:
- CS 8803 Artificial Intelligence for Robotics
- 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
- FAQs on ML
- FAQs on Data Science
- Readings
- Assignments
- 11-785
- CADL
- Lectures and Assignments
- 6.864
- Assignments
- Lecture Notes
- Lectures
- INFR11062
- Assignments
- Lecture Notes
- Dr. Ching-Yung Lin
- Lecture Videos
- Previous Years coursepage
- CS 156
- Lectures
- Homework
- Textbook
- Slides
- Labs and Assignments
- Lecture Lectures
- Textbook
- Textbook
- CSCI 512 - Computer Vision
- Lectures Notes
- Video Lectures
- Project Ideas
- Lectures Notes
- Textbook
- CVX 101
- Assignments
- CS 8803 Artificial Intelligence for Robotics
- Video Lectures
- Course Page
- 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
- Lectures Notes
- Assignments
- Video Lectures
- 15.097
- Lectures Notes
- Datasets
- Project Ideas
- Machine Learning 10-601
- Lectures
- Project Ideas
- Project Ideas
- Video Lectures
- Texts
- Lectures
- Notes
- 18.465
- Lectures Notes
- Assignments
- Lecture Notes
- Yann Lecun
- 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
- Readings
- Lectures and Assignments
- CS 7637 - Based Artificial Intelligence** *Georgia Institute of Technology* :video_camera:
- Video Lectures
- CS395T
- Lectures and Assignments
- 10-708
- Video Lectures
- Video Lectures
- UCL course on RL
- Lectures and Assignments
- Lectures and Assignments
- CS 224D
- Lecture Notes
- Course Site
- Lectures Notes
- Lecture Videos
- Lectures
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