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Apr 12, 2025
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Add some Data Mining, ML resources #414

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Add UIUC CS 512
butter1125 Apr 12, 2025
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Add UW Madison CS 320 (SP21)
butter1125 Apr 12, 2025
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Add UC San Diego COGS9 (FA20)
butter1125 Apr 12, 2025
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Expand Up @@ -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))
Expand Down Expand Up @@ -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)
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