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Add some Systems Programming, Computer Vision, ML courses (#467)

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* Add UC Berkeley CS 161 (FA25)

* Add CU Boulder CSCI 5722 (SP25)

* Add UC Berkeley CS 61B (FA25)

* Add Toronto UofT APS 105 (WI24/25)

* Add Alberta UofA CMPUT 267 (FA24)
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2026-01-17 20:54:24 +01:00
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@@ -130,7 +130,7 @@ Table of Contents
- [CS 473 - Algorithms - University of Illinois at Urbana-Champaign](https://courses.engr.illinois.edu/cs473/sp2016/lectures.html) ([Notes - Jeff Erickson](http://jeffe.cs.illinois.edu/teaching/algorithms/)) ([YouTube](https://www.youtube.com/playlist?list=PL0v718LJg-78SFq81e4kJh_rS8XbKZ7Kn))
- [COMP300E - Programming Challenges, Prof Skiena, Hong Kong University of Science and Technology - 2009](https://www.youtube.com/playlist?list=PL07B3F10B48592010)
- [16s-4102 - Algorithms, University of Virginia](http://www.cs.virginia.edu/~shelat/16s-4102/) ([Youtube](https://www.youtube.com/channel/UCxXYk53cSZof2bR_Ax0uJYQ/videos))
- [CS 61B - Data Structures (Java) - UC Berkeley](https://inst.eecs.berkeley.edu/~cs61b/)([Youtube](https://www.youtube.com/watch?v=gG4--V_PpEk&list=PLjuu7kFWxFtZBm-5GifiVpqdAxeW7Hsax))
- [CS 61B - Data Structures (Java) - UC Berkeley](https://fa25.datastructur.es/)([Discussion 2022](https://www.youtube.com/watch?v=gG4--V_PpEk&list=PLjuu7kFWxFtZBm-5GifiVpqdAxeW7Hsax))
- [CS 170 Algorithms - UCBerkeley](https://cs170.org/) [Fall 2019, Youtube](https://www.youtube.com/playlist?list=PLIygTcviGPKD4TU_QsvJI0G7QnrIS_7Wn) [Fall 2018, Youtube](https://www.youtube.com/watch?v=fd5P-8IQwMY&list=PLkFD6_40KJIx8lWWbE-Uk069aZ1R-W-VU&index=2&t=0s) [Fall 2018,Bilibili](https://www.bilibili.com/video/av43955743/?p=1) [2013 Bilibili](https://www.bilibili.com/video/av26670685/)
- [CS 159 Data-Driven Algorithm Design - Caltech](https://sites.google.com/view/cs-159-spring-2020/lectures?authuser=0) [Spring 2020, Youtube](https://www.youtube.com/playlist?list=PLuz4CTPOUNi4Dz6zBPypcI8I3oJUjFKk4)
- [ECS 122A - Algorithm Design and Analysis, UC Davis](http://web.cs.ucdavis.edu/~gusfield/cs122f10/videolist.html)
@@ -218,6 +218,7 @@ Table of Contents
- [Systems - Aduni](http://aduni.org/courses/systems/index.php?view=cw)
- [CS110: Principles of Computer Systems - Stanford](https://web.stanford.edu/class/archive/cs/cs110/cs110.1202/)
- #### **Operating Systems**
- [APS 105 - Computer Fundamentals - Winter 2025 - Jon Eyolfson - University of Toronto](https://www.youtube.com/playlist?list=PLunILarQwxnm3ycdZKCg5Ex6DeuJhEWaG) ([Winter 2024](https://www.youtube.com/playlist?list=PLunILarQwxnma-0Z_0DZ3nkWKpZN7HGbw))
- [ECS 150 - Operating Systems and Systems Programming - Fall 2020 - Joël Porquet-Lupine - UC Davis](https://lupteach.gitlab.io/courses/ucd-ecs150/online/)
- [ECE 344 - Operating Systems - Fall 2024 - Jon Eyolfson - University of Toronto](https://www.youtube.com/playlist?list=PLunILarQwxnntWWNJ64E7wC4KhsEwHWxB) ([Fall 2024 Section 2](https://www.youtube.com/playlist?list=PLunILarQwxnlW3S8i4gSV9I_8qGX8xwtr)) ([Fall 2023](https://www.youtube.com/playlist?list=PLunILarQwxnngd9q965kViUzPqylDQ37M)) ([Fall 2022](https://www.youtube.com/playlist?list=PLunILarQwxnn-uwJeiOeWJctHC3MCORw9))
- [ECE 353 - Systems Software - Winter 2025 - Jon Eyolfson - University of Toronto](https://www.youtube.com/playlist?list=PLunILarQwxnlUsOvAOhMs9yCHnH0Vs9w2) ([Winter 2024](https://www.youtube.com/playlist?list=PLunILarQwxnnfpqfSzQVbj4JWPAn1ByiF)) ([Winter 2023](https://www.youtube.com/playlist?list=PLunILarQwxnl0SZ2zsgyVjU9NDD_Rn-re))
@@ -411,6 +412,7 @@ 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)
- [CMPUT 267 Machine Learning - Fall 2024 - University of Alberta](https://vladtkachuk4.github.io/machinelearning1/) ([Youtube](https://www.youtube.com/playlist?list=PLv_4EzuTPftra9U1UyjzMZABTPY50TGO0))
- [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))
@@ -697,6 +699,7 @@ Table of Contents
- [Computer Vision - FAU Spring 2021](https://www.fau.tv/course/id/2306) ([Spring 2018](https://www.fau.tv/course/id/734))
- [CAP5415 Computer Vision - UCF Fall 2023](https://www.youtube.com/playlist?list=PLd3hlSJsX_InWyCQtwqQ7y6KnwhxNCgRf)
- [CAP6412 Advanced Computer Vision - UCF Spring 2024](https://www.crcv.ucf.edu/courses/cap6412-spring-2024/schedule/) ([Youtube](https://www.youtube.com/playlist?list=PLd3hlSJsX_IlSr0ua4v8WQezazAMXEJE4))
- [CU Boulder CSCI 5722 Computer Vision - CU Boulder Spring 2025](https://www.byhand.ai/p/computer-vision-lectures) ([Youtube](https://www.youtube.com/playlist?list=PL0cq-CiC5QhutrhhsLLiybg2OehFOftI9))
- [Advanced Deep Learning for Computer vision (ADL4CV) (IN2364) - TU Munich](https://dvl.in.tum.de/teaching/adl4cv-ss20/) ([Youtube](https://www.youtube.com/playlist?list=PLog3nOPCjKBnjhuHMIXu4ISE4Z4f2jm39))
- [Advanced Deep Learning for Physics (ADL4P) - TU Munich](https://tum-pbs.github.io/ADL4P/)
- [Computer Vision III: Detection, Segmentation and Tracking (CV3DST) (IN2375) - TU Munich](https://www.youtube.com/playlist?list=PLog3nOPCjKBkamdw8F6Hw_4YbRiDRb2rb)
@@ -1145,7 +1148,7 @@ Table of Contents
- [6.1600 Foundations of Computer Security - MIT Fall 2023](https://61600.csail.mit.edu/2023/)
- [6.858 Computer Systems Security - MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-858-computer-systems-security-fall-2014/video_galleries/video-lectures/)
- [CS 253 Web Security - Stanford University](https://www.youtube.com/playlist?list=PL1y1iaEtjSYiiSGVlL1cHsXN_kvJOOhu-)
- [CS 161: Computer Security, UC Berkeley](https://fa23.cs161.org/) ([Videos](https://www.youtube.com/playlist?list=PLfBkt1-_BHX_VxOWlmstguFxojSN742vz)) ([Spring 2025](https://sp25.cs161.org/))
- [CS 161: Computer Security, UC Berkeley](https://fa23.cs161.org/) ([Videos - Fall 2023](https://www.youtube.com/playlist?list=PLfBkt1-_BHX_VxOWlmstguFxojSN742vz)) ([Videos - Fall 2025](https://www.youtube.com/playlist?list=PLfBkt1-_BHX8kQZhisgrCLAnuAd3-Ek5U)) ([Spring 2025](https://sp25.cs161.org/))
- [6.875 - Cryptography - Fall 2021 - MIT](https://mit6875.github.io/fall2021.html) ([Spring 2018](https://www.youtube.com/playlist?list=PL6ogFv-ieghe8MOIcpD6UDtdK-UMHG8oH))
- [CSEP590A - Practical Aspects of Modern Cryptography, Winter 2011 - University of Washington](https://courses.cs.washington.edu/courses/csep590a/11wi/) ([Videos](https://courses.cs.washington.edu/courses/csep590a/11wi/video/))
- [CS461/ECE422 - Computer Security - University of Illinois at Urbana-Champaign](https://courses.engr.illinois.edu/cs461/sp2016/) ([Videos](https://recordings.engineering.illinois.edu:8443/ess/portal/section/8a560718-345a-417a-b665-6bd375a71ee2))