CS_learn/cs-video-courses
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Add some ML, DL courses (#460)

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* Add UIUC CS 582 (FA24)

* Add UIUC ECE 364 (SP25)

* Add HKU Data 8014 (FA25)
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2025-12-02 09:06:57 -05:00
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@@ -407,6 +407,8 @@ Table of Contents
- [CMS 165 Foundations of Machine Learning and Statistical Inference - 2020 - Caltech](https://www.youtube.com/playlist?list=PLVNifWxslHCDlbyitaLLYBOAEPbmF1AHg)
- [Microsoft Research - Machine Learning Course](https://www.youtube.com/playlist?list=PL34iyE0uXtxo7vPXGFkmm6KbgZQwjf9Kf)
- [CS 446 - Machine Learning, Fall 2016, UIUC](https://www.youtube.com/playlist?list=PLQcasX5-oG91TgY6A_gz-IW7YSpwdnD2O)
- [CS 582 - Machine Learning for Bioinformatics, Fall 2024, UIUC](https://www.youtube.com/playlist?list=PLIygTcviGPKBtxPX875Z8suCYGJkrPQ2Z)
- [ECE 364 - Programming Methods for Machine Learning, Spring 2025, UIUC](https://www.youtube.com/playlist?list=PLIygTcviGPKD0WT5NEsD6AIqaeV4azJwN)
- [undergraduate machine learning at UBC 2012, Nando de Freitas](https://www.youtube.com/playlist?list=PLE6Wd9FR--Ecf_5nCbnSQMHqORpiChfJf)
- [CS 229 - Machine Learning - Stanford University](https://see.stanford.edu/Course/CS229) ([Autumn 2018](https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU))
- [CS 189/289A Introduction to Machine Learning, Prof Jonathan Shewchuk - UCBerkeley](https://people.eecs.berkeley.edu/~jrs/189/)
@@ -575,6 +577,7 @@ Table of Contents
- [Foundations of Deep Learning - UMD](https://www.youtube.com/playlist?list=PLHgjs9ncvHi80UCSlSvQe-TK_uOyDv_Jf)
- [TUM IN2346 Introduction to Deep Learning Fall 2024, by Daniel Cremers](https://cvg.cit.tum.de/teaching/ws2024/i2dl) ([Summer 2023](https://www.youtube.com/playlist?list=PLQ8Y4kIIbzy_pGm2QAwF625E6nmcRu2sU))
- [UT Austin - Advances in Deep Learning](https://ut.philkr.net/advances_in_deeplearning/)
- [HKU - Data 8014 Principles of Deep Representation Learning Fall 2025, by Yi Ma](https://ma-lab-berkeley.github.io/deep-representation-learning-book/community.html)
- #### **Reinforcement Learning**
- [CS234: Reinforcement Learning - Spring 2024 - Stanford University](https://www.youtube.com/playlist?list=PLoROMvodv4rN4wG6Nk6sNpTEbuOSosZdX) ([Winter 2019](https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u))