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CS Video Courses
by Developer-Y · Developer-Y/cs-video-courses
List of Computer Science courses with video lectures.
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Artificial Intelligence
CS 188 - Introduction to Artificial Intelligence, UC Berkeley - Spring 2025, by John Canny, Oliver Grillmeyerinst.eecs.berkeley.edu
(Spring 2024) (Spring 2023)
CSE 592 Applications of Artificial Intelligence, Winter 2003 - University of Washingtoncourses.cs.washington.edu
Blockchain Development
Computational Biology
BioMedical Informatics 258 Genomics, Bioinformatics & Medicine, Stanford Universitybiochem158.stanford.edu
MOOC - Bioinformatics Algorithms: An Active Learning Approach - UC San Diego/Courserabioinformaticsalgorithms.com
UComputational Finance
UC Davis MAT 133 Mathematical Finance Spring 2024, by Matthias Köppevideo.ucdavis.edu
(Spring 2021)
Computational Physics
Computer Graphics
CS 468 - Differential Geometry for Computer Science - Stanford Universitygraphics.stanford.edu
(Lecture videos)
CS 5610/6610 - Interactive Computer Graphics, Cem Yuksel - University of Utahgraphics.cs.utah.edu
(Lectures - YouTube)
CS 5630/6630 - Visualization, Fall 2016, University of Utahdataviscourse.net
(Lectures - Youtube)
UC Berkeley CS184/284A Computer Graphics and Imaging Spring 2022, by Ren Ngcs184.eecs.berkeley.edu
(YouTube playlist)
Computer Networks
Audio/Video Recordings and Podcasts of Professor Raj Jain's Lectures - Washington University in St. Louiscse.wustl.edu
(YouTube)
Columbia ELEN E4710 An Introduction to Network Engineering fall 2004, by Dan Rubensteincs.columbia.edu
(Videos)
Computer Networks, Tanenbaum, Wetherall Computer Networks 5e - Video Lecturesmedia.pearsoncmg.com
CS 168 Introduction to the Internet: Architecture and Protocols, Fall 2022 - UC Berkeleyfa22.cs168.io
(YouTube - Fall 2022) (Spring 2025)
CSEP 561 - PMP Network Systems, Fall 2013 - University of Washingtoncourses.cs.washington.edu
(Videos)
CSEP 561 – Network Systems, Autumn 2008 - University of Washingtoncourses.cs.washington.edu
(Videos)
Computer Organization and Architecture
15-418 - Parallel Computer Architecture and Programming, CMU15418.courses.cs.cmu.edu
(Lecture Videos)
CS-224 - Computer Organization, 2009-2010 Spring, Bilkent Universityvideo.bilkent.edu.tr
(YouTube playlist)
CSEP 548 - Computer Architecture Autumn 2012 - University of Washingtoncourses.cs.washington.edu
ECE 1756 - Reconfigurable Computing and FPGA Architecture - University of Toronto - Fall 2020youtube.com
(YouTube-Fall 2022)
MOOC - Computer Architecture, David Wentzlaff - Princeton University/Courseraacademictorrents.com
Data Structures and Algorithms
CS 161 - Design and Analysis of Algorithms, Prof. Tim Roughgarden, Stanford Universityopenclassroom.stanford.edu
CS 170 Algorithms - UCBerkeleycs170.org
Fall 2019, Youtube Fall 2018, Youtube Fall 2018,Bilibili 2013 Bilibili
CS 224 - Advanced Algorithms, Harvard Universitypeople.seas.harvard.edu
(Lecture Videos) (Youtube)
CS 270. Combinatorial Algorithms and Data Structures, Spring 2021people.eecs.berkeley.edu
(Youtube)
CS 473 - Algorithms - University of Illinois at Urbana-Champaigncourses.engr.illinois.edu
(Notes - Jeff Erickson) (YouTube)
CS264 Beyond Worst-Case Analysis, Fall 2014 - Tim Roughgarden Lecturetheory.stanford.edu
(Youtube)
CS3510 Algorithms, Spring 2024 - Georgia Techfaculty.cc.gatech.edu
Videos - Sp 2024 Videos - Su 2025
CS4510 Automata and Complexity - Georgia Techfaculty.cc.gatech.edu
Videos - Su 2021 Videos - Su 2023 Videos - Su 2024 Videos - Su 2025
CSE 331 Introduction to Algorithm Design and Analysis, SUNY University at Buffalo, NY - Fall 2017www-student.cse.buffalo.edu
(Lectures) (Homework Walkthroughs)
CSE 373 - Data Structures and Algorithms, Winter 2024 - University of Washingtoncourses.cs.washington.edu
(Winter 2024, Youtube) (Spring 2023, Notes) (Spring 2023, Youtube)
CSEP 521 - Applied Algorithms, Winter 2013 - University of Washingtoncourses.cs.washington.edu
(Videos)
MIT 6.5210 / 6.854 / 18.415 Advanced Algorithms Fall 2013, 2020, 2021, 2022, by David Karger6.5210.csail.mit.edu
(Spring 2016, by Ankur Moitra)
P
PPurdue CS 390 ATA Fundamental Algorithms Advanced, by Kent Quanrudfas25.s3.amazonaws.com
(Spring 2025)
PPurdue CS 580 Graduate Algorithms, by Kent Quanrudfas23.s3.amazonaws.com
(Spring 2023) (Spring 2024)
PPurdue CS 588 Randomized Algorithms, by Kent Quanrudras24.s3.amazonaws.com
(Fall 2022) (Spring 2024)
UC Berkeley CS 294-165 Sketching Algorithms fall 2020, by Jelani Nelsonsketchingbigdata.org
(Youtube)
UC Santa Cruz CSE 101 Intro to Data Structures and Algorithms fall 2022, by Seshadhri Comanduryoutube.com
(Fall 2020)
University of Maryland CMSC858F Network Algorithms and Approximations, by Mohammad Hajiaghayics.umd.edu
(YouTube playlists)
Database Systems
15-445 - Introduction to Database Systems, CMU15445.courses.cs.cmu.edu
(YouTube-2017), (YouTube-2018),(YouTube-2019), (YouTube-2021), (YouTube-2022),(YouTube-2023),(YouTube-2024),(YouTube-2025)
15-721 - Advanced Database Systems, CMU15721.courses.cs.cmu.edu
(YouTube-2024, YouTube-2023, YouTube-2022)
CS122 - Relational Database System Implementation, Winter 2014-2015 - Caltechusers.cms.caltech.edu
Embedded Systems
CSE 351 - The Hardware/Software Interface, Spring 16 - University of Washingtoncourses.cs.washington.edu
(Coursera)
CSE/ECE 474 Introduction to Embedded Systems - University of Washingtoncourses.cs.washington.edu
(Lectures - YouTube-Spring 21)
ECE 4760 Designing with Microcontrollers Fall 2016, Cornell Universitypeople.ece.cornell.edu
(Lectures - Youtube)
ECE 5030 - Electronic Bioinstrumentation, Spring 2014 - Cornell Universitypeople.ece.cornell.edu
Image Processing and Computer Vision
EE637 - Digital Image Processing I - Purdue Universityengineering.purdue.edu
(Videos - Sp 2011,Videos - Sp 2007)
Gatech ECE 2026 Introduction to Signal Processing spring 2025, by Aaron Lantermandspfirst.gatech.edu
(YouTube)
Introduction
CIntroduction to Computer Science
COMP1511 - Programming Fundamentals - UNSW (Complete Course: Lectures, Labs, Assignments, Exercises, Exams)cgi.cse.unsw.edu.au
Video Playlist
CS 50 - Introduction to Computer Science, Harvard Universityonline-learning.harvard.edu
(cs50.tv)
CSE 142 Computer Programming I (Java Programming), Spring 2016 - University of Washingtoncourses.cs.washington.edu
IN2377 - Concepts of C++ programming (Winter 2023), TUMlive.rbg.tum.de
(Winter 2022) (Summer 2022) (Summer 2021)
Machine Learning
11-755 - Machine Learning for Signal Processing, CMUcmu-mlsp.github.io
(YouTube-2024, YouTube-2023)
11-785: Introduction to Deep Learning - CMUdeeplearning.cs.cmu.edu
(Lectures - YouTube-2024, Recitations - YouTube-2024)
6.S183: A Practical Introduction to Diffusion Models - MITpractical-diffusion.org
(YouTube, 2025 lectures)
CMU 10 703 Deep Reinforcement Learning & Control fall 2022, by Katerina Fragkiadakiscs.hosted.panopto.com
CMU 15 388 / 15 688 Practical Data Science, by Zico Kolterdatasciencecourse.org
(Fall 2019) (Spring 2018)
(Notes-2020) (YouTube-2020) (Notes-2019) (YouTube-2019) (Notes-2018) (YouTube-2018) (Notes-2017) (YouTube-2017) (Notes-2016) (YouTube-2016)
CS 189/289A Introduction to Machine Learning, Prof Jonathan Shewchuk - UCBerkeleypeople.eecs.berkeley.edu
CS 329S - Machine Learning Systems Design, Winter 2022 - Chip Huyen, Stanford Universitystanford-cs329s.github.io
(Syllabus & lecture videos)
C
CCS 5140/6140 - Data Mining, Spring 2023, University of Utah by Prof. Ana Marasovićutah-data-mining-spring23.github.io
(Youtube)
CS 6340/5340 - Natural Language Processing - University of Utah - Spring 2024utah-intro-nlp.github.io
(Youtube)
CS 6966/5966 Interpretability of LLMs (Spring 2026) - University of Utahutah-llm-interpretability.notion.site
CS231n Deep Learning for Computer Vision - Stanford Universitycs231n.stanford.edu
(Spring 2025) (Winter 2016 Andrej Karpathy)
CS294-129 Designing, Visualizing and Understanding Deep Neural Networksbcourses.berkeley.edu
(YouTube)
CSC 2547: Introduction to Reinforcement Learning - Spring 2021 - University of Torontoamfarahmand.github.io
(YouTube)
CSCE 585 - Machine Learning Systems, University of South Carolinapooyanjamshidi.github.io
(YouTube-2020)
CSE 446/546 - Machine Learning, Spring 2020 - University of Washingtoncourses.cs.washington.edu
(Videos)
CSE 447/517 - Natural Language Processing - University of Washington - Winter 2024safe-fernleaf-26d.notion.site
CSE 542: Reinforcement Learning - Spring 2024 - University of Washingtoncourses.cs.washington.edu
CSE 579: Reinforcement Learning - Autumn 2024 - University of Washingtoncourses.cs.washington.edu
CSEP 546, Data Mining - Pedro Domingos, Sp 2016 - University of Washingtoncourses.cs.washington.edu
(YouTube)
D
DECE 4252/8803 Fundamentals of Machine Learning (FunML), Spring 2024 - Georgia Techalregib.ece.gatech.edu
EECS 298 Theory of Computational Neural Networks and Machine Learning (Fall 2020) - UC Irvinegrandcentral.eee.uci.edu
(YouTube)
EECS 498/598 - Deep Learning for Computer Vision - University of Michigan - Fall 2019web.eecs.umich.edu
(Youtube)
High Dimensional Analysis: Random Matrices and Machine Learning by Roland Speicherrolandspeicher.com
(Youtube)
HKU - Data 8014 Principles of Deep Representation Learning Fall 2025, by Yi Mama-lab-berkeley.github.io
Info 290 - Analyzing Big Data with Twitter, UC Berkeley school of informationblogs.ischool.berkeley.edu
(YouTube)
LxMLS Lisbon Machine Learning School 2024youtube.com
(YouTube-2023) (YouTube-2022) (YouTube-2021) (YouTube-2020)
MIT 6.S098 Applied Convex Optimization IAP 2022, by Alexandre Amice, Benoit Legatalexandreamice.github.io
(YouTube)
Purdue University ECE 695 Optimization for Deep Learning (OPT4DL), by Abolfazl Hashemiabolfazlh.github.io
YouTube - Fa 25
PReinforcement Learning - IIT Madrasyoutube.com
(TA - Manav Mishra, TA - Prabhleen Kukreja, TA - Sandarbh Yadav , TA - Avik Kar)
Statistical Foundation of Reinforcement Learning - UCSD, by Yu-Xiang Wang, Spring 2021cseweb.ucsd.edu
(Youtube)