From 382342398da5901e2367b1e2be2ae96e26c3b743 Mon Sep 17 00:00:00 2001 From: butter1125 Date: Sun, 18 Jan 2026 21:26:22 +0100 Subject: [PATCH] Add some Embedded Systems, ML, RL courses (#468) * Add Toronto UofT ECE 1508 Reinforcement Learning (FA25) * Add MIT Computational Biology (FA18/19) * Add UMD Maryland CMSC 828W (FA20) webpage * Add CMU 18 642 (FA21) --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 8a1c5c7..bc68fc6 100755 --- a/README.md +++ b/README.md @@ -562,6 +562,7 @@ Table of Contents - [Stat 946 Deep Learning - University of Waterloo](https://www.youtube.com/playlist?list=PLehuLRPyt1Hyi78UOkMPWCGRxGcA9NVOE) - [EECS 298 Theory of Computational Neural Networks and Machine Learning (Fall 2020) - UC Irvine](https://grandcentral.eee.uci.edu/syllabus/download/F-2020/17815) ([YouTube](https://www.youtube.com/playlist?list=PLIygTcviGPKBAh1HWXPOI3Rw59WdRlJXu)) - [ECE 1508 Applied Deep Learning - University of Toronto](https://www.bereyhi.com/deep-learning) ([Fall 2025](https://bereyhi-courses.github.io/dl-utoronto/)) ([Winter 2025](https://www.youtube.com/playlist?list=PLcFgNUo9s_AgsMOnniTMIWmLpjj9vZ1Wm)) ([Fall 2024](https://www.youtube.com/playlist?list=PLcFgNUo9s_Ajz1l4rBDIApwdcEKgzoMko)) + - [ECE 1508 Reinforcement Learning - Fall 2025 - University of Toronto](https://bereyhi-courses.github.io/rl-utoronto/lectures/) - [Neural networks class - Université de Sherbrooke](http://info.usherbrooke.ca/hlarochelle/neural_networks/content.html) ([YouTube](https://www.youtube.com/playlist?list=PL6Xpj9I5qXYEcOhn7TqghAJ6NAPrNmUBH)) - [DLCV - Deep Learning for Computer Vision - UPC Barcelona](https://www.youtube.com/playlist?list=PL-5eMc3HQTBavDoZpFcX-bff5WgQqSLzR) - [DLAI - Deep Learning for Artificial Intelligence @ UPC Barcelona](https://www.youtube.com/playlist?list=PL-5eMc3HQTBagIUjKefjcTbnXC0wXC_vd) @@ -582,7 +583,7 @@ Table of Contents - [Deep Learning François Fleuret](https://fleuret.org/dlc/) - [Applied Deep Learning Maziar Raissi](https://www.youtube.com/playlist?list=PLoEMreTa9CNmuxQeIKWaz7AVFd_ZeAcy4) - [UC Berkeley CS 182 / 282a Deep Learning spring 2023, by Anant Sahai](https://www.youtube.com/playlist?list=PLIygTcviGPKAaj_UAJcazYN4964xZ7Lt1) - - [Foundations of Deep Learning - UMD](https://www.youtube.com/playlist?list=PLHgjs9ncvHi80UCSlSvQe-TK_uOyDv_Jf) + - [CMSC 828W Foundations of Deep Learning (Fall 2020) - UMD](https://www.cs.umd.edu/class/fall2020/cmsc828W/) ([YouTube](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) @@ -1049,6 +1050,7 @@ Table of Contents - [ECE 4760 Designing with Microcontrollers Fall 2016, Cornell University](http://people.ece.cornell.edu/land/courses/ece4760/) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLKcjQ_UFkrd4I5WOIxHEYZ7iY04lj15Ez)) - [ECE 5760 - Advanced Microcontroller Design and system-on-chip, Spring 2016 - Cornell University](http://people.ece.cornell.edu/land/courses/ece5760/) - [Internet of Things by Prof. Dr.-Ing. Dietmar P. F. Möller](https://video.tu-clausthal.de/vorlesung/408.html) +- [18 642 - Embedded Software Engineering, Fall 2021 - CMU](https://users.ece.cmu.edu/~koopman/lectures/index.html#642) - [CSE 351 - The Hardware/Software Interface, Spring 16 - University of Washington](https://courses.cs.washington.edu/courses/cse351/16sp/videos.html) ([Coursera](http://academictorrents.com/details/f1384286c8581bffba11e378fdb37608e649d82a)) - [ECE 5030 - Electronic Bioinstrumentation, Spring 2014 - Cornell University](http://people.ece.cornell.edu/land/courses/ece5030/) - [ECE/CS 5780/6780 - Embedded Systems Design, Spring 14 - University of Utah](https://www.youtube.com/playlist?list=PLQefpK95HyFmao3zi-WDOMkeSev-Je5dE) @@ -1298,7 +1300,7 @@ introduction/id389259246)) - [Statistical Models in Computational Biology](https://video.ethz.ch/lectures/d-bsse/2018/spring/636-0702-00L/21c63925-cd10-4d56-bac1-b412ed6fe385.html) - [ETH Zürich Statistical Models in Computational Biology spring 2018, by Niko Beerenwinkel](https://video.ethz.ch/lectures/d-bsse/2018/spring/636-0702-00L/21c63925-cd10-4d56-bac1-b412ed6fe385.html) - [UC Berkeley CS 198-96 Introduction to Neurotechnology fall 2020](https://github.com/neurotech-berkeley/neurotech-course) -- [MLCB24 - Machine Learning in Computational Biology Fall 2024](https://www.youtube.com/playlist?list=PLypiXJdtIca4gtioEPLIExlAKvu64z7rc) +- [MLCB24 - Machine Learning in Computational Biology Fall 2024](https://www.youtube.com/playlist?list=PLypiXJdtIca4gtioEPLIExlAKvu64z7rc) ([Fall 2018](https://www.youtube.com/playlist?list=PLypiXJdtIca6GBQwDTo4bIEDV8F4RcAgt)) ([Fall 2019](https://www.youtube.com/playlist?list=PLypiXJdtIca6U5uQOCHjP9Op3gpa177fK)) - [Introduction to Neural Computation - MIT OCW](https://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-40-introduction-to-neural-computation-spring-2018/) - [Data Science for Biologists - Steve Brunton](https://www.youtube.com/playlist?list=PLMrJAkhIeNNQz4BMoGSsN8cbt8pHlokhV) - [Big Data and Biological Networks IIT Madras](https://www.youtube.com/playlist?list=PLZ2ps__7DhBapdXdBZInSjonWNAUL6Ycm)