From 42475673053094599975e15d7a58ebc08b853658 Mon Sep 17 00:00:00 2001 From: butter1125 Date: Sat, 12 Apr 2025 03:48:26 +0000 Subject: [PATCH] Add some Data Mining, ML resources (#414) * Add UIUC CS 512 * Add UW Madison CS 320 (SP21) * Add UC San Diego COGS9 (FA20) --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index e0ac3ad..467d7c4 100755 --- a/README.md +++ b/README.md @@ -458,6 +458,8 @@ Table of Contents - [MIT 6.036 Introduction to Machine Learning spring 2019, by Leslie Kaelbling](https://www.youtube.com/playlist?list=PLQEw29vp6f1Ae9dp8vkKB8H6sF1PHvP5N) - [LMU Munich Introduction to Machine Learning](https://slds-lmu.github.io/i2ml/) - [CMU 15 388 / 15 688 Practical Data Science, by Zico Kolter](https://www.datasciencecourse.org/lectures/) ([Fall 2019](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22618ea253-ca45-4b14-9f1d-aab501543bd2%22)) ([Spring 2018](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22912b80a3-625d-405d-8905-a8620133666b%22)) + - [UW Madison CS 320 Data Programming II spring 2021, by Tyler R. Caraza-Harter](https://tyler.caraza-harter.com/cs320/s21/schedule.html) + - [UC San Diego COGS9 Introduction to Data Science fall 2020, by Jason Fleischer](https://www.youtube.com/playlist?list=PLaaNbhBDEsoFarUB58v9s7pUVoyAahMeQ) - [UCLA Stats 15 Introduction to Data Science fall 2022, by Miles Chen](https://www.youtube.com/playlist?list=PLIygTcviGPKCEzYDpJha6hP6ne-50sT1o) - [UCLA Stats 21 Python and Other Technologies for Data Science spring 2024, by Miles Chen](https://www.youtube.com/playlist?list=PLIygTcviGPKAdsiprcbdk5HHPxS6PloWE) ([Spring 2021](https://www.youtube.com/playlist?list=PLKR7271tMEmgBPgu4LtjDhX3ywpTxda5g)) - [UCLA Stats C161/C261 Introduction to Pattern Recognition and Machine Learning winter 2024, by Arash Amini](https://www.youtube.com/playlist?list=PLN_qg0-2-0SxQ2vlXxlZVMKkt4gI1YYP8) ([Winter 2023](https://www.youtube.com/playlist?list=PLN_qg0-2-0SwLCXGUyM3FNSRwG6GNgONr)) @@ -494,6 +496,7 @@ Table of Contents - [Information Retrieval - Spring 2018 - ETH Zurich](https://www.youtube.com/playlist?list=PLzn6LN6WhlN1ktkDvNurPSDwTQ_oGQisn) - [CAP6673 - Data Mining and Machine Learning - FAU](http://www.cse.fau.edu/~taghi/classes/cap6673/)([Video lectures](https://vimeo.com/album/1505953)) - [CS 412 - Introduction to Data Mining - UIUC](https://www.youtube.com/playlist?list=PLIygTcviGPKDZi44-yuH2XH9UaHdaJkxs) + - [CS 512 - Data Mining Principles - UIUC](https://github.com/spacemanidol/CS512DM/tree/main/lectures) ([YouTube](https://www.youtube.com/playlist?list=PLIygTcviGPKABUzEm9v1PuKLlb0AQ9tdH)) - #### **Probabilistic Graphical Modeling** - [CS 6190 - Probabilistic Modeling, Spring 2016, University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCpvxdF-Gy3gwaBObx7AnQut)