From f60688745947c662121e72318ca807f622b54f17 Mon Sep 17 00:00:00 2001 From: butter1125 Date: Mon, 24 Nov 2025 11:12:20 -0500 Subject: [PATCH 1/3] Add UIUC CS 582 (FA24) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index d97a6379..63b8c476 100755 --- a/README.md +++ b/README.md @@ -407,6 +407,7 @@ 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) - [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/) From c952157349bd6732ab1d9408233b9682c0864681 Mon Sep 17 00:00:00 2001 From: butter1125 Date: Mon, 24 Nov 2025 11:20:27 -0500 Subject: [PATCH 2/3] Add UIUC ECE 364 (SP25) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 63b8c476..4b01a771 100755 --- a/README.md +++ b/README.md @@ -408,6 +408,7 @@ Table of Contents - [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/) From 5cf31f171088d5a75cd32fe63df84c2db9f6a284 Mon Sep 17 00:00:00 2001 From: butter1125 Date: Mon, 24 Nov 2025 11:32:07 -0500 Subject: [PATCH 3/3] Add HKU Data 8014 (FA25) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4b01a771..6f1323eb 100755 --- a/README.md +++ b/README.md @@ -577,6 +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))