From 719ef31c3e10cb613fea55415ee9f96d487d8ebd Mon Sep 17 00:00:00 2001 From: butter1125 Date: Fri, 2 May 2025 09:02:05 -0700 Subject: [PATCH] Add some courses on ML, Data Science, etc (#427) * Add FAU Machine Learning for Physicists (SP17/19) * Add FAU Mathematical Data Science 1 (SP20/21) * Add FAU Multimedia Security (FA17) --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 7289c3e..d92b2c6 100755 --- a/README.md +++ b/README.md @@ -722,6 +722,7 @@ Table of Contents - [University of Maryland CMSC828U Algorithms in Machine Learning: Guarantees and Analyses fall 2020, by Furong Huang](https://www.cs.umd.edu/class/fall2020/cmsc828u//schedule/) ([YouTube playlist](https://www.youtube.com/playlist?list=PLM0SC1uXFSPo5TO_UN7fia1luj73yuHEC)) - [Statistical Physics of Machine Learning](https://www.youtube.com/playlist?list=PL04QVxpjcnjgzMr9ehyZUSkwu0Wr0cF_N) - [11-755 - Machine Learning for Signal Processing, CMU](https://cmu-mlsp.github.io/mlspcourse/schedule/) ([YouTube-2024](https://www.youtube.com/playlist?list=PLWhigAi1mTpO3Rw-1D2b2AowYeIU5eRzD), [YouTube-2023](https://www.youtube.com/playlist?list=PLWhigAi1mTpPMV3hECmkEv3s8Lc8H_VUd)) + - [Machine Learning for Physicists, Spring 2019, FAU](https://www.fau.tv/course/id/778) ([Spring 2017](https://www.fau.tv/course/id/574)) - [CSCE 585 - Machine Learning Systems, University of South Carolina](https://pooyanjamshidi.github.io/mls/lectures/) ([YouTube-2020](https://www.youtube.com/playlist?list=PLtkQf9LiEmLFS56WTpRJ3PZwwCYyi2Cdu)) - [CS-E4740 - Federated Learning, Spring 2023, Aalto University](https://www.youtube.com/playlist?list=PLrbn2dGrLJK8c6hCQXBVFoYsPXG-g_75c) @@ -881,6 +882,7 @@ Table of Contents - [UCLA STAT 100C Linear Models spring 2023, by Arash Amini](https://www.youtube.com/playlist?list=PLN_qg0-2-0SzrzpEoojAa4anJdaKa49GM) - [MSU Math for Computing](https://www.youtube.com/playlist?list=PLZ-krWGO-UEyLqtyA2pACX_tXXBTLWkI1) - [Mathematics of Data Science - ETH Zurich](https://www.youtube.com/playlist?list=PLiud-28tsatIKUitdoH3EEUZL-9i516IL) +- [Mathematical Data Science 1 - Spring 2021 - FAU](https://www.fau.tv/course/id/2297) ([Spring 2020](https://www.fau.tv/course/id/1234)) - [Engineering Mathematics (UW ME564 and ME565) - Steve Brunton](https://www.youtube.com/playlist?list=PLMrJAkhIeNNR2W2sPWsYxfrxcASrUt_9j) - [Beginning Scientific Computing - Steve Brunton](https://www.youtube.com/playlist?list=PLMrJAkhIeNNRTVrHYDfjNyqzZ6Q6rsTyf) - [Jadavpur University: Foundation_Math_forML_Autumn23](https://www.youtube.com/playlist?list=PLcNLn_ApooUyoctc147F-49oHnfvuj3Yt) @@ -1115,6 +1117,7 @@ Table of Contents - [UC Berkeley CS 161 Computer Security, Summer 2021, by Nicholas Ngai and Peyrin Kao](https://www.youtube.com/playlist?list=PLIygTcviGPKAPoe_0mUsXYaxZfsFyQyFE) - [UCSD CS291A Differential Privacy Fall 2021, by Yu-Xiang Wang](https://cseweb.ucsd.edu/~yuxiangw/classes/DPCourse-2021Fall/) ([Youtube](https://www.youtube.com/playlist?list=PLTN4aNO9NiB7UiBbSFznHRSkdieBc0-sk)) - [Zero Knowledge Proofs MOOC, UC Berkeley RDI Center on Decentralization & AI](https://www.youtube.com/playlist?list=PLS01nW3Rtgor_yJmQsGBZAg5XM4TSGpPs) +- [Multimedia Security, Fall 2017, FAU](https://www.fau.tv/course/id/786) ------------------------------