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Title: GitHub - pythonob/cs-video-courses: List of Computer Science courses with video lectures. · GitHub

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https://github.com/pythonob/cs-video-courses#computer-science-courses-with-video-lectures
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CONTRIBUTING.mdhttps://github.com/Developer-Y/cs-video-courses/blob/master/CONTRIBUTING.md
https://github.com/pythonob/cs-video-courses#table-of-contents
Introduction to Computer Sciencehttps://github.com/pythonob/cs-video-courses#introduction-to-computer-science
Data Structures and Algorithmshttps://github.com/pythonob/cs-video-courses#data-structures-and-algorithms
Systems Programminghttps://github.com/pythonob/cs-video-courses#systems-programming
Database Systemshttps://github.com/pythonob/cs-video-courses#database-systems
Software Engineeringhttps://github.com/pythonob/cs-video-courses#software-engineering
Artificial Intelligencehttps://github.com/pythonob/cs-video-courses#artificial-intelligence
Machine Learninghttps://github.com/pythonob/cs-video-courses#machine-learning
Web Programming and Internet Technologieshttps://github.com/pythonob/cs-video-courses#web-programming-and-internet-technologies
Computer Networkshttps://github.com/pythonob/cs-video-courses#computer-networks
Math for Computer Scientisthttps://github.com/pythonob/cs-video-courses#math-for-computer-scientist
Theoretical CS and Programming Languageshttps://github.com/pythonob/cs-video-courses#theoretical-cs-and-programming-languages
Embedded Systemshttps://github.com/pythonob/cs-video-courses#embedded-systems
Computer Organization and Architecturehttps://github.com/pythonob/cs-video-courses#computer-organization-and-architecture
Securityhttps://github.com/pythonob/cs-video-courses#security
Computer Graphicshttps://github.com/pythonob/cs-video-courses#computer-graphics
Image Processing and Computer Visionhttps://github.com/pythonob/cs-video-courses#image-processing-and-computer-vision
Computational Biologyhttps://github.com/pythonob/cs-video-courses#computational-biology
Quantum Computinghttps://github.com/pythonob/cs-video-courses#quantum-computing
Roboticshttps://github.com/pythonob/cs-video-courses#robotics
Computational Financehttps://github.com/pythonob/cs-video-courses#computational-finance
Mischttps://github.com/pythonob/cs-video-courses#misc
https://github.com/pythonob/cs-video-courses#courses
https://github.com/pythonob/cs-video-courses#introduction-to-computer-science
CS 10 - The Beauty and Joy of Computing - Spring 2015 - Dan Garcia - UC Berkeley InfoCoBuildhttp://www.infocobuild.com/education/audio-video-courses/computer-science/cs10-spring2015-berkeley.html
6.0001 - Introduction to Computer Science and Programming in Python - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/lecture-videos/
6.001 - Structure and Interpretation of Computer Programs, MIThttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-001-structure-and-interpretation-of-computer-programs-spring-2005/video-lectures
CS 50 - Introduction to Computer Science, Harvard Universityhttps://online-learning.harvard.edu/course/cs50-introduction-computer-science
cs50.tvhttp://cs50.tv/2017/fall/
CS 61A - Structure and Interpretation of Computer Programs [Python], UC Berkeleyhttps://cs61a.org/
CPSC 110 - Systematic Program Design [Racket], University of British Columbiahttps://www.youtube.com/channel/UC7dEjIUwSxSNcW4PqNRQW8w/playlists?view=1&flow=grid&sort=da
CS50's Understanding Technologyhttps://www.youtube.com/playlist?list=PLhQjrBD2T382p8amnvUp1rws1p7n7gJ2p
CSE 142 Computer Programming I (Java Programming), Spring 2016 - University of Washingtonhttps://courses.cs.washington.edu/courses/cse142/16sp/calendar.shtml
CS 1301 Intro to computing - Gatechhttps://www.cc.gatech.edu/classes/AY2016/cs1301c_fall/
CS 106A - Programming Methodology, Stanford Universityhttps://see.stanford.edu/Course/CS106A
Lecture Videoshttps://www.youtube.com/playlist?list=PL84A56BC7F4A1F852
CS 106B - Programming Abstractions, Stanford Universityhttps://see.stanford.edu/Course/CS106B
Lecture Videoshttps://www.youtube.com/playlist?list=PLnfg8b9vdpLn9exZweTJx44CII1bYczuk
CS 106X - Programming Abstractions in C++http://web.stanford.edu/class/cs106x/
Lecture Videoshttps://www.youtube.com/playlist?list=PLrivl8gTKLcpIJ-ktHCxMEgWOn8LawYhb
CS 107 - Programming Paradigms, Stanford Universityhttps://see.stanford.edu/Course/CS107
CmSc 150 - Introduction to Programming with Arcade Games, Simpson Collegehttp://ProgramArcadeGames.com
LINFO 1104 - Paradigms of computer programming, Peter Van Roy, Université catholique de Louvain, Belgium - EdXhttps://www.youtube.com/playlist?list=PLw454N-VXALSIzIe_eL5U8L4S68v2X_ak
FP 101x - Introduction to Functional Programming, TU Delfthttps://ocw.tudelft.nl/courses/introduction-to-functional-programming/
Introduction to Problem Solving and Programming - IIT Kanpurhttps://nptel.ac.in/courses/106104074/
Introduction to programming in C - IIT Kanpurhttps://nptel.ac.in/courses/106104128/
Programming in C++ - IIT Kharagpurhttps://nptel.ac.in/courses/106105151/
Python Boot Camp Fall 2016 - Berkeley Institute for Data Science (BIDS)https://www.youtube.com/playlist?list=PLKW2Azk23ZtSeBcvJi0JnL7PapedOvwz9
CS 101 - Introduction to Computer Science - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPmjFQ2w9j05WDX8Jtg5RXWW
6.00SC - Introduction to Computer Science and Programming (Spring 2011) - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/
6.00 - Introduction to Computer Science and Programming (Fall 2008) - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00-introduction-to-computer-science-and-programming-fall-2008/video-lectures/
6.01SC - Introduction to Electrical Engineering and Computer Science I - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-01sc-introduction-to-electrical-engineering-and-computer-science-i-spring-2011/
Modern C++ Course (2018) - Bonn Universityhttps://www.youtube.com/playlist?list=PLgnQpQtFTOGR50iIOtO36nK6aNPtVq98C
Modern C++ (Lecture & Tutorials, 2020, Vizzo & Stachniss) - University of Bonnhttps://www.youtube.com/playlist?list=PLgnQpQtFTOGRM59sr3nSL8BmeMZR9GCIA
https://github.com/pythonob/cs-video-courses#data-structures-and-algorithms
6.006 - Introduction to Algorithms, MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/lecture-videos/
Algorithms: Design and Analysis 1 - Stanford Universityhttps://www.youtube.com/playlist?list=PLXFMmlk03Dt7Q0xr1PIAriY5623cKiH7V
Algorithms: Design and Analysis 2 - Stanford Universityhttps://www.youtube.com/playlist?list=PLXFMmlk03Dt5EMI2s2WQBsLsZl7A5HEK6
COS 226 Algorithms, Youtube, Princeton - by Robert Sedgewick and Kevin Waynehttps://www.youtube.com/watch?v=1QZDe28peZk&list=PLRdD1c6QbAqJn0606RlOR6T3yUqFWKwmX&index=1
CSE 331 Introduction to Algorithm Design and Analysis, SUNY University at Buffalo, NY - Fall 2017http://www-student.cse.buffalo.edu/~atri/cse331/fall17/index.html
Lectureshttps://www.youtube.com/playlist?list=PLZBCR-EGqNpoiHeO17FlLADJ38Kb3EiPU
Homework Walkthroughshttps://www.youtube.com/playlist?list=PLZBCR-EGqNpoVyQCIUDHiXnL-zdFD_ixk
CSE 373 - Analysis of Algorithms, Stony Brook - Prof Skienahttp://www.cs.sunysb.edu/~algorith/video-lectures/
COP 3530 Data Structures and Algorithms, Prof Sahni, UFLhttp://www.cise.ufl.edu/~sahni/cop3530/
Videoshttp://www.cise.ufl.edu/academics/courses/preview/cop3530sahni/
CS225 - Data Structures - University of Illinois at Urbana-Champaignhttps://cs.illinois.edu/courses/profile/CS225
Video lectureshttps://www.youtube.com/playlist?list=PLRdSp8jtJxBqG3KNQPKKB-0Z2hh9omoDo
CS2 - Data Structures and Algorithms - Richard Buckland - UNSWhttps://www.youtube.com/playlist?list=PLE621E25B3BF8B9D1
Data Structures - Pepperdine Universityhttps://itunes.apple.com/us/course/data-structures/id546468797
CS 161 - Design and Analysis of Algorithms, Prof. Tim Roughgarden, Stanford Universityhttp://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=IntroToAlgorithms
6.046J - Introduction to Algorithms - Fall 2005, MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005/video-lectures/
6.046 - Design and Analysis of Algorithms, Spring 2015 - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/lecture-videos/
CS 473 - Algorithms - University of Illinois at Urbana-Champaignhttps://courses.engr.illinois.edu/cs473/sp2016/lectures.html
Notes - Jeff Ericksonhttp://jeffe.cs.illinois.edu/teaching/algorithms/
YouTubehttps://www.youtube.com/playlist?list=PL0v718LJg-78SFq81e4kJh_rS8XbKZ7Kn
COMP300E - Programming Challenges, Prof Skiena, Hong Kong University of Science and Technology - 2009https://www.youtube.com/playlist?list=PL07B3F10B48592010
16s-4102 - Algorithms, University of Virginiahttp://www.cs.virginia.edu/~shelat/16s-4102/
Youtubehttps://www.youtube.com/channel/UCxXYk53cSZof2bR_Ax0uJYQ/videos
CS 170 Algorithms - UCBerkeleyhttps://cs170.org/
Fall 2018, Youtubehttps://www.youtube.com/watch?v=fd5P-8IQwMY&list=PLkFD6_40KJIx8lWWbE-Uk069aZ1R-W-VU&index=2&t=0s
Fall 2018,Bilibilihttps://www.bilibili.com/video/av43955743/?p=1
2013 Bilibilihttps://www.bilibili.com/video/av26670685/
ECS 122A - Algorithm Design and Analysis, UC Davishttp://web.cs.ucdavis.edu/~gusfield/cs122f10/videolist.html
CSEP 521 - Applied Algorithms, Winter 2013 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep521/13wi/
Videoshttps://courses.cs.washington.edu/courses/csep521/13wi/video/
Data Structures And Algorithms - IIT Delhihttps://nptel.ac.in/courses/106102064/
Design and Analysis of Algorithms - IIT Bombayhttps://nptel.ac.in/courses/106101060/
Programming, Data Structures and Algorithms - IIT Madrashttps://nptel.ac.in/courses/106106127/
Design and Analysis of Algorithms - IIT Madrashttps://nptel.ac.in/courses/106106131/
Fundamental Algorithms:Design and Analysis - IIT Kharagpurhttps://nptel.ac.in/courses/106105157/
Programming and Data Structure - IIT Kharagpurhttps://nptel.ac.in/courses/106105085/
Programming, Data structures and Algorithms - IIT Madrashttps://nptel.ac.in/courses/106106133/
Programming, Data Structures and Algorithms in Python - IIT Madrashttps://nptel.ac.in/courses/106106145/
Programming and Data structures (PDS) - IIT Madrashttps://nptel.ac.in/courses/106106130/
COP 5536 Advanced Data Structures, Prof Sahni - UFLhttp://www.cise.ufl.edu/~sahni/cop5536/index.html
Videoshttp://www.cise.ufl.edu/academics/courses/preview/cop5536sahni/
CS 261 - A Second Course in Algorithms, Stanford Universityhttp://theory.stanford.edu/~tim/w16/w16.html
Youtubehttps://www.youtube.com/playlist?list=PLEGCF-WLh2RJh2yDxlJJjnKswWdoO8gAc
Informatics 2B - Algorithms, Data Structures and Learning- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2013/inf2b-adsl.htm
CS 224 - Advanced Algorithms, Harvard Universityhttp://people.seas.harvard.edu/~minilek/cs224/fall14/index.html
Lecture Videoshttp://people.seas.harvard.edu/~minilek/cs224/fall14/lec.html
Youtubehttps://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf
CS 6150 - Advanced Algorithms (Fall 2016), University of Utahhttps://www.youtube.com/playlist?list=PLbuogVdPnkCp8X9FHOglnLqFjyvqGLftx
CS 6150 - Advanced Algorithms (Fall 2017), University of Utahhttps://www.youtube.com/playlist?list=PLbuogVdPnkCqS9Z419eky9m6gJP7zfhO9
ECS 222A - Graduate Level Algorithm Design and Analysis, UC Davishttp://web.cs.ucdavis.edu/~gusfield/cs222f07/videolist.html
6.851 - Advanced Data Structures, MIThttp://courses.csail.mit.edu/6.851/spring14/lectures/
MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/lecture-videos/
6.854 - Advanced Algorithms, MIThttps://www.youtube.com/playlist?list=PL6ogFv-ieghdoGKGg2Bik3Gl1glBTEu8c
Prof. Karger lectureshttps://www.youtube.com/channel/UCtv9PiQVUDzsT4yl7524DCg/videos
CS264 Beyond Worst-Case Analysis, Fall 2014 - Tim Roughgarden Lecturehttp://theory.stanford.edu/~tim/f14/f14.html
Youtubehttps://www.youtube.com/playlist?list=PLEGCF-WLh2RL8jsZpaf2tLHa5LotFEt5b
CS364A Algorithmic Game Theory, Fall 2013 - Tim Roughgarden Lectureshttps://www.youtube.com/playlist?list=PLEGCF-WLh2RJBqmxvZ0_ie-mleCFhi2N4
CS364B Advanced Mechanism Design, Winter 2014 - Tim Roughgarden Lectureshttps://www.youtube.com/playlist?list=PLEGCF-WLh2RI77PL4gwLld_OU9Zh3TCX9
Algorithms - Adunihttp://aduni.org/courses/algorithms/index.php?view=cw
6.889 - Algorithms for Planar Graphs and Beyond (Fall 2011) MIThttp://courses.csail.mit.edu/6.889/fall11/lectures/
6.890 Algorithmic Lower Bounds: Fun with Hardness Proofs - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-890-algorithmic-lower-bounds-fun-with-hardness-proofs-fall-2014/
Computer Algorithms - 2 - IIT Kanpurhttps://nptel.ac.in/courses/106104019/
Parallel Algorithm - IIT Kanpurhttps://nptel.ac.in/courses/106104120/
Graph Theory - IISC Bangalorehttps://nptel.ac.in/courses/106108054/
https://github.com/pythonob/cs-video-courses#systems-programming
15-213 Introduction to Computer Systems, Fall 2015 - CMUhttps://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22b96d90ae-9871-4fae-91e2-b1627b43e25e%22&maxResults=150
CS361 - COMPUTER SYSTEMS - UIChttps://www.cs.uic.edu/CS361fall13
CS 4400 – Computer Systems Fall 2016 - UoUtahhttps://www.eng.utah.edu/~cs4400/
Systems - Adunihttp://aduni.org/courses/systems/index.php?view=cw
CS110: Principles of Computer Systems - Stanfordhttps://web.stanford.edu/class/archive/cs/cs110/cs110.1202/
CS124 Operating Systems - California Institute of Technology, Fall 2018 - Youtubehttps://www.youtube.com/playlist?list=PL3swII2vlVoVbav6FV98pidq6BsTN4u56
CS 162 Operating Systems and Systems Programming, Spring 2015 - University of California, Berkeleyhttps://archive.org/details/ucberkeley-webcast-PL-XXv-cvA_iBDyz-ba4yDskqMDY6A1w_c?sort=titleSorter
CS 4414 - Operating Systems, University of Virginia (rust-class)http://rust-class.org/pages/classes.html
CS 4414 Operating Systems, Fall 2018 - University of Virginiahttps://www.cs.virginia.edu/~cr4bd/4414/F2018/schedule.html
CSE 421/521 - Introduction to Operating Systems, SUNY University at Buffalo, NY - Spring 2016https://www.ops-class.org/courses/buffalo/CSE421_Spring2016/
Lectures - YouTubehttps://www.youtube.com/playlist?list=PLE6LEE8y2Jp-kbEcVR2W3vfx0Pdca0BD3
Recitations 2016https://www.youtube.com/playlist?list=PLE6LEE8y2Jp_YJn8wu9aJTPOgeWqiaJDF
Assignment walkthroughshttps://www.youtube.com/playlist?list=PLE6LEE8y2Jp9PC8fyzc2meL4XvrVSyP8O
CS 377 - Operating Systems, Fall 16 - Umass OShttps://www.youtube.com/playlist?list=PLacuG5pysFbDTmsCRGWsMW_PzIOpXnckw
6.828 - Operating System Engineering [Fall 2014]https://www.youtube.com/playlist?list=PLfciLKR3SgqNJKKIKUliWoNBBH1VHL3AP
6.S081 - Operating System Engineering [Fall 2020]https://pdos.csail.mit.edu/6.828/2020/schedule.html
CSE 30341 - Operating Systems, Spr 2008https://www.youtube.com/view_play_list?p=AB7D5CA7E262B0E2
CSEP 551 Operating Systems Autumn 2014 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep551/14au/video/
Introduction to Operating Systems - IIT Madrashttps://nptel.ac.in/courses/106106144/
CS194 Advanced Operating Systems Structures and Implementation, Spring 2013 InfoCoBuild, UC Berkeleyhttp://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html
CSE 60641 - Graduate Operating Systems, Fall 08https://www.youtube.com/view_play_list?p=22B10D854588E20C
CS 677 - Distributed Operating Systems, Spring 16 - Umass OShttps://www.youtube.com/playlist?list=PLacuG5pysFbC68w0PW3huMHDDRNsDCTjp
CS 436 - Distributed Computer Systems - U Waterloohttps://www.youtube.com/playlist?list=PLawkBQ15NDEkDJ5IyLIJUTZ1rRM9YQq6N
6.824 - Distributed Systems, Spring 2015 - MIThttps://www.youtube.com/playlist?list=PLkcQbKbegkMqiWf7nF8apfMRL4P4sw8UL
6.824 Distributed Systems - Spring 2020 - MIThttps://pdos.csail.mit.edu/6.824/schedule.html
Youtubehttps://www.youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB
Distributed Algorithms, https://canvas.instructure.com/courses/902299https://www.youtube.com/playlist?list=PL700757A5D4B3F368
CSEP 552 - PMP Distributed Systems, Spring 2013 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep552/13sp/
Videoshttps://courses.cs.washington.edu/courses/csep552/13sp/video/
CSE 490H - Scalable Systems: Design, Implementation and Use of Large Scale Clusters, Autumn 2008 - University of Washingtonhttps://courses.cs.washington.edu/courses/cse490h/08au/lectures.htm
Videoshttps://courses.cs.washington.edu/courses/cse490h/08au/video.htm
MOOC - Cloud Computing Concepts - UIUChttps://www.youtube.com/playlist?list=PLFd87qVsaLhOkTLvfp6MC94iFa_1c9wrU
Distributed Systems (Prof. Pallab Dasgupta)https://www.youtube.com/playlist?list=PLUJ7JmcrTifBROWODSG8wgyl20XgBuE-N
EdX KTHx ID2203 Reliable Distributed Algorithmshttps://www.youtube.com/playlist?list=PLx3mQFFeHPjndmQ0iP9j6C58b90hqGa0X
Distributed Data Management - Technische Universität Braunschweig, Germanyhttp://www.ifis.cs.tu-bs.de/teaching/ss-15/ddm
Information Retrieval and Web Search Engines - Technische Universität Braunschweig, Germanyhttp://www.ifis.cs.tu-bs.de/teaching/ws-1516/IRWS
Middleware and Distributed Systems (WS 2009/10) - Dr. Martin von Löwis - HPIhttps://www.tele-task.de/series/729/
CPCS 663 - Real-Time Systems: Video Material - TAMUhttp://faculty.cs.tamu.edu/bettati/Courses/663/Video/presentation.html
Real Time Systems - IIT Kharagpurhttps://nptel.ac.in/courses/106105036/
6.172 Performance Engineering of Software Systems - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-172-performance-engineering-of-software-systems-fall-2018/
Performance Evaluation of Computer Systems - IIT Madrashttps://nptel.ac.in/courses/106106048/
Storage Systems - IISC Bangalorehttps://nptel.ac.in/courses/106108058/
MAP6264 - Queueing Theory - FAUhttp://www.cse.fau.edu/~bob/courses/map6264/
Video Lectureshttps://vimeo.com/album/171324/
EE 380 Colloquim on Computer Systems - Stanford Universityhttp://web.stanford.edu/class/ee380/
Lecture videoshttps://www.youtube.com/playlist?list=PLoROMvodv4rMWw6rRoeSpkiseTHzWj6vu
https://github.com/pythonob/cs-video-courses#database-systems
CMPSC 431W Database Management Systems, Fall 2015 - Penn State Universityhttp://www.cse.psu.edu/~wul2/cmpsc431w/
Lectures - YouTubehttps://www.youtube.com/playlist?list=PLstRzn3gXZMdXqAiVJ1NN2CoyXHqma7pQ
CS121 - Introduction to Relational Database Systems, Fall 2016 - Caltechhttp://users.cms.caltech.edu/~donnie/cs121/
CS 5530 - Database Systems, Spring 2016 - University of Utahhttps://www.youtube.com/playlist?list=PLbuogVdPnkCrercQNP9tTsjjPdgRVYvC7
Distributed Data Management (WT 2018/19) - HPI University of Potsdamhttps://www.tele-task.de/series/1224/
MOOC - Database Stanford Dbclasshttps://www.youtube.com/playlist?list=PL6hGtHedy2Z4EkgY76QOcueU8lAC4o6c3
CSEP 544, Database Management Systems, Au 2015 - University of Washingtonhttps://www.youtube.com/playlist?list=PLTPQEx-31JXjQYrUKvAjUTWgCYluHGs_L
Database Design - IIT Madrashttps://nptel.ac.in/courses/106106093/
Fundamentals of Database Systems - IIT Kanpurhttps://nptel.ac.in/courses/106104135/
Principles of Database Management, Bart Baesenshttps://www.youtube.com/playlist?list=PLdQddgMBv5zEhlpqdiUcf9aTNEtmESgyl
FIT9003 Database Systems Design - Monash Universityhttps://itunes.apple.com/us/podcast/fit9003-database-systems-design/id306569364
15-445 - Introduction to Database Systems, CMUhttps://15445.courses.cs.cmu.edu/fall2018/
YouTube-2018https://www.youtube.com/playlist?list=PLSE8ODhjZXja3hgmuwhf89qboV1kOxMx7
YouTube-2017https://www.youtube.com/playlist?list=PLSE8ODhjZXjYutVzTeAds8xUt1rcmyT7x
YouTube-2019https://www.youtube.com/playlist?list=PLSE8ODhjZXjbohkNBWQs_otTrBTrjyohi
15-721 - Database Systems, CMUhttp://15721.courses.cs.cmu.edu/spring2017
YouTube-2017https://www.youtube.com/playlist?list=PLSE8ODhjZXjYgTIlqf4Dy9KQpQ7kn1Tl0
YouTube-2016https://www.youtube.com/playlist?list=PLSE8ODhjZXjbisIGOepfnlbfxeH7TW-8O
15-721 Advanced Database Systems (Spring 2019) - CMUhttps://www.youtube.com/playlist?list=PLSE8ODhjZXja7K1hjZ01UTVDnGQdx5v5U
CS122 - Relational Database System Implementation, Winter 2014-2015 - Caltechhttp://users.cms.caltech.edu/~donnie/cs122/
CS 186 - Database Systems, UC Berkeley, Spring 2015https://sites.google.com/site/cs186spring2015/home/schedule-and-notes
Lectures- InfoCoBuildhttp://www.infocobuild.com/education/audio-video-courses/computer-science/cs186-spring2015-berkeley.html
CS 6530 - Graduate-level Database Systems, Fall 2016, University of Utahhttps://www.cs.utah.edu/~lifeifei/cs6530/
Lectures - YouTubehttps://www.youtube.com/playlist?list=PLbuogVdPnkCqwHUcieMrytP453Ep0y6eI
6.830/6.814 - Database Systems [Fall 2014]https://www.youtube.com/playlist?list=PLfciLKR3SgqOxCy1TIXXyfTqKzX2enDjK
Informatics 1 - Data & Analysis 2014/15- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2014/da.htm
Database Management Systems, Adunihttp://aduni.org/courses/databases/index.php?view=cw
D4M - Signal Processing on Databaseshttps://ocw.mit.edu/resources/res-ll-005-d4m-signal-processing-on-databases-fall-2012/
In-Memory Data Management (2013)Prof. Hasso Plattner - HPIhttps://open.hpi.de/courses/imdb2013/items/72j6pftms3dOSunM98JhfW
Distributed Data Management (WT 2019/20) - Dr. Thorsten Papenbrock - HPIhttps://www.tele-task.de/series/1285/
https://github.com/pythonob/cs-video-courses#software-engineering
ECE 462 Object-Oriented Programming using C++ and Java - Purduehttps://engineering.purdue.edu/OOSD/F2008/F2008.html
Object-oriented Program Design and Software Engineering - Adunihttp://aduni.org/courses/java/index.php?view=cw
OOSE - Object-Oriented Software Engineering, Dr. Tim Lethbridgehttps://www.youtube.com/playlist?list=PL6iDJCG2nkhfNlig8NY5ePPfGvtQX6yLa
Object Oriented Systems Analysis and Design (Systems Analysis and Design in a Changing World)https://www.youtube.com/playlist?list=PL6XklZATqYx9dj72MKG6wLYjljeB2odra
CS 251 - Intermediate Software Design (C++ version) - Vanderbilt Universityhttps://www.youtube.com/playlist?list=PLZ9NgFYEMxp4ZsvD10uXmClGnukcu3Uff
OOSE - Software Dev Using UML and Javahttps://www.youtube.com/playlist?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO
Object-Oriented Analysis and Design - IIT Kharagpurhttps://nptel.ac.in/courses/106105153/
CS3 - Design in Computing - Richard Buckland UNSWhttps://www.youtube.com/course?list=EC0C5D85DBA20E685C
Informatics 1 - Object-Oriented Programming 2014/15- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf1op.htm
Software Engineering with Objects and Components 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/seoc.htm
Computer Science 169- Software Engineering - Spring 2015 - UCBerkeleyhttps://www.youtube.com/playlist?list=PL-XXv-cvA_iCfQHHS7rxlfHFsU4aQW1IF
CS 5150 - Software Engineering, Fall 2014 - Cornell Universityhttp://www.cs.cornell.edu/courses/cs5150/2014fa/materials.html
Introduction to Service Design and Engineering - University of Trento, Italyhttps://www.youtube.com/playlist?list=PLBdajHWwi0JCn87QuFT3e58mekU0-6WUT
CS 164 Software Engineering - Harvardhttp://cs164.tv/2014/spring/
System Analysis and Design - IISC Bangalorehttps://nptel.ac.in/courses/106108102/
Software Engineering - IIT Bombayhttps://nptel.ac.in/courses/106101061/
Dependable Systems (SS 2014)- HPI University of Potsdamhttps://www.tele-task.de/series/1005/
Software Testing - IIT Kharagpurhttps://nptel.ac.in/courses/106105150/
Informatics 2C - Software Engineering 2014/15- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf2SE.htm
Software Engineering - Bauhaus-Uni Weimarhttps://www.youtube.com/watch?v=jouBM4AH0jw&list=PLjEglKdMOevU2STTGq79duxTXDFuO-k1H&index=2
CS 411 - Software Architecture Design - Bilkent Universityhttp://video.bilkent.edu.tr/course_videos.php?courseid=10
MOOC - Software Architecture & Design - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPkMTetlG7xKWaI5ZAZFX8fL
CS176 - Multiprocessor Synchronization - Brown Universityhttp://cs.brown.edu/courses/cs176/course_information.shtml
Videos from 2012http://www.brown.edu/cis/sta/dev/herlihy_csci1760_fa12/#vid
CS 282 (2014): Concurrent Java Network Programming in Androidhttps://www.youtube.com/playlist?list=PLZ9NgFYEMxp4KSJPUyaQCj7x--NQ6kvcX
CSE P 506 – Concurrency, Spring 2011 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep506/11sp/Home.html
Videoshttps://courses.cs.washington.edu/courses/csep506/11sp/Videos.html
CSEP 524 - Parallel Computation - University of Washingtonhttps://courses.cs.washington.edu/courses/csep524/10sp/
Videoshttps://courses.cs.washington.edu/courses/csep524/10sp/lectures/video.html
Parallel Programming Concepts (WT 2013/14) - HPI University of Potsdamhttps://www.tele-task.de/series/977/
Parallel Programming Concepts (WT 2012/13) - HPI University of Potsdamhttps://www.tele-task.de/series/924/
MOOC Programming Mobile Applications for Android Handheld Systems - University of Marylandhttps://www.youtube.com/playlist?list=PLkHsKoi6eZnwilGXUc95CqS7Vw4uLLDLG
CS 193p - Developing Applications for iOS, Stanford Universityhttps://itunes.apple.com/us/course/developing-ios-9-apps-swift/id1104579961
CS S-76 Building Mobile Applications - Harvardhttp://cs76.tv/2013/summer/
CS 251 (2015): Intermediate Software Designhttps://www.youtube.com/playlist?list=PLZ9NgFYEMxp7lylj-XC8h1kjatOjbh9ne
Android App Development for Beginners Playlist - thenewbostonhttps://www.youtube.com/playlist?list=PL6gx4Cwl9DGBsvRxJJOzG4r4k_zLKrnxl
Android Application Development Tutorials - thenewbostonhttps://www.youtube.com/playlist?list=PL2F07DBCDCC01493A
MOOC - Developing Android Apps - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPnMwH5-FNkErnnq_aSy706S
MOOC - Advanced Android App Development - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPmETCT07vnDSiIaUBuyut0X
CSSE490 Android Development Rose-Hulman Winter 2010-2011, Dave Fisherhttps://www.youtube.com/playlist?list=PLF3EEB647F6B52F03
iOS Course, Dave Fisherhttps://www.youtube.com/playlist?list=PL96C635E4DCD393A8
Developing iPad Applications for Visualization and Insight - Carnegie Mellon Universityhttps://itunes.apple.com/us/course/developing-ipad-applications/id499050344
Mobile Computing - IIT Madrashttps://nptel.ac.in/courses/106106147/
Mobile Information Systems - Bauhaus-Uni Weimarhttps://www.youtube.com/watch?v=8EmbrZJwMOI&list=PLjEglKdMOevWv4zPW0diw7iJFdT7s4sTP
https://github.com/pythonob/cs-video-courses#artificial-intelligence
CS 188 - Introduction to Artificial Intelligence, UC Berkeley - Spring 2015http://www.infocobuild.com/education/audio-video-courses/computer-science/cs188-spring2015-berkeley.html
6.034 Artificial Intelligence, MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/
CS221: Artificial Intelligence: Principles and Techniques - Autumn 2019 - Stanford Universityhttps://www.youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX
15-780 - Graduate Artificial Intelligence, Spring 14, CMUhttp://www.cs.cmu.edu/~zkolter/course/15-780-s14/lectures.html
CSE 592 Applications of Artificial Intelligence, Winter 2003 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep573/03wi/lectures/index.htm
CS322 - Introduction to Artificial Intelligence, Winter 2012-13 - UBChttp://www.cs.ubc.ca/~mack/CS322/
YouTubehttps://www.youtube.com/playlist?list=PLDPnGbm0sUmpzvcGvktbz446SLdFbfZVU
CS 4804: Introduction to Artificial Intelligence, Fall 2016https://www.youtube.com/playlist?list=PLUenpfvlyoa1iiSbGy9BBewgiXjzxVgBd
CS 5804: Introduction to Artificial Intelligence, Spring 2015https://www.youtube.com/playlist?list=PLUenpfvlyoa0PB6_kqJ9WU7m6i6z1RhfJ
Artificial Intelligence - IIT Kharagpurhttps://nptel.ac.in/courses/106105077/
Artificial Intelligence - IIT Madrashttps://nptel.ac.in/courses/106106126/
Artificial Intelligence(Prof.P.Dasgupta) - IIT Kharagpurhttps://nptel.ac.in/courses/106105079/
MOOC - Intro to Artificial Intelligence - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPlqMkzr4xyuD6cXTIgPuzgn
MOOC - Artificial Intelligence for Robotics - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPkCSYXw6-a_aAoXVKLDwnHK
Graduate Course in Artificial Intelligence, Autumn 2012 - University of Washingtonhttps://www.youtube.com/playlist?list=PLbQ3Aya0VERDoDdbMogU9EASJGWris9qG
Agent-Based Systems 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/abs.htm
Informatics 2D - Reasoning and Agents 2014/15- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf2d.htm
Artificial Intelligence - Hochschule Ravensburg-Weingartenhttps://www.youtube.com/playlist?list=PL39B5D3AFC249556A
Deductive Databases and Knowledge-Based Systems - Technische Universität Braunschweig, Germanyhttp://www.ifis.cs.tu-bs.de/teaching/ws-1516/KBS
Artificial Intelligence: Knowledge Representation and Reasoning - IIT Madrashttps://nptel.ac.in/courses/106106140/
Semantic Web Technologies by Dr. Harald Sack - HPIhttps://www.youtube.com/playlist?list=PLoOmvuyo5UAeihlKcWpzVzB51rr014TwD
Knowledge Engineering with Semantic Web Technologies by Dr. Harald Sack - HPIhttps://www.youtube.com/playlist?list=PLoOmvuyo5UAcBXlhTti7kzetSsi1PpJGR
https://github.com/pythonob/cs-video-courses#machine-learning
MOOC Machine Learning Andrew Ng - Coursera/Stanfordhttps://www.youtube.com/playlist?list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN
Noteshttp://www.holehouse.org/mlclass/
Introduction to Machine Learning for Codershttps://course.fast.ai/ml.html
MOOC - Statistical Learning, Stanford Universityhttp://www.dataschool.io/15-hours-of-expert-machine-learning-videos/
Foundations of Machine Learning Boot Camp, Berkeley Simons Institutehttps://www.youtube.com/playlist?list=PLgKuh-lKre11GbZWneln-VZDLHyejO7YD
CS155 - Machine Learning & Data Mining, 2017 - Caltechhttps://www.youtube.com/playlist?list=PLuz4CTPOUNi6BfMrltePqMAHdl5W33-bC
Noteshttp://www.yisongyue.com/courses/cs155/2017_winter/
2016https://www.youtube.com/playlist?list=PL5HdMttxBY0BVTP9y7qQtzTgmcjQ3P0mb
CS 156 - Learning from Data, Caltechhttps://work.caltech.edu/lectures.html
10-601 - Introduction to Machine Learning (MS) - Tom Mitchell - 2015, CMUhttp://www.cs.cmu.edu/~ninamf/courses/601sp15/lectures.shtml
YouTubehttps://www.youtube.com/playlist?list=PLAJ0alZrN8rD63LD0FkzKFiFgkOmEtltQ
10-601 Machine Learning | CMU | Fall 2017https://www.youtube.com/playlist?list=PL7k0r4t5c10-g7CWCnHfZOAxLaiNinChk
10-701 - Introduction to Machine Learning (PhD) - Tom Mitchell, Spring 2011, CMUhttp://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml
Fall 2014https://www.youtube.com/playlist?list=PL7y-1rk2cCsDZCVz2xS7LrExqidHpJM3B
Spring 2015 by Alex Smolahttps://www.youtube.com/playlist?list=PLZSO_6-bSqHTTV7w9u7grTXBHMH-mw3qn
10 - 301/601 - Introduction to Machine Learning - Spring 2020 - CMUhttps://www.youtube.com/playlist?list=PLpqQKYIU-snAPM89YPPwyQ9xdaiAdoouk
CMS 165 Foundations of Machine Learning and Statistical Inference - 2020 - Caltechhttps://www.youtube.com/playlist?list=PLVNifWxslHCDlbyitaLLYBOAEPbmF1AHg
Microsoft Research - Machine Learning Coursehttps://www.youtube.com/playlist?list=PL34iyE0uXtxo7vPXGFkmm6KbgZQwjf9Kf
CS 446 - Machine Learning, Spring 2019, UIUChttps://courses.engr.illinois.edu/cs446/sp2019/AGS/_site/
Fall 2016 Lectureshttps://www.youtube.com/playlist?list=PLQcasX5-oG91TgY6A_gz-IW7YSpwdnD2O
undergraduate machine learning at UBC 2012, Nando de Freitashttps://www.youtube.com/playlist?list=PLE6Wd9FR--Ecf_5nCbnSQMHqORpiChfJf
CS 229 - Machine Learning - Stanford Universityhttps://see.stanford.edu/Course/CS229
Autumn 2018https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU
CS 189/289A Introduction to Machine Learning, Prof Jonathan Shewchuk - UCBerkeleyhttps://people.eecs.berkeley.edu/~jrs/189/
CPSC 340: Machine Learning and Data Mining (2018) - UBChttps://www.youtube.com/playlist?list=PLWmXHcz_53Q02ZLeAxigki1JZFfCO6M-b
CS4780/5780 Machine Learning, Fall 2013 - Cornell Universityhttp://www.cs.cornell.edu/courses/cs4780/2013fa/
CS4780/5780 Machine Learning, Fall 2018 - Cornell Universityhttp://www.cs.cornell.edu/courses/cs4780/2018fa/page18/index.html
Youtubehttps://www.youtube.com/playlist?list=PLl8OlHZGYOQ7bkVbuRthEsaLr7bONzbXS
CSE474/574 Introduction to Machine Learning - SUNY University at Buffalohttps://www.youtube.com/playlist?list=PLEQDy5tl3xkMzk_zlo2DPzXteCquHA8bQ
CS 5350/6350 - Machine Learning, Fall 2016, University of Utahhttps://www.youtube.com/playlist?list=PLbuogVdPnkCozRSsdueVwX7CF9N4QWL0B
ECE 5984 Introduction to Machine Learning, Spring 2015 - Virginia Techhttps://filebox.ece.vt.edu/~s15ece5984/
CSx824/ECEx242 Machine Learning, Bert Huang, Fall 2015 - Virginia Techhttps://www.youtube.com/playlist?list=PLUenpfvlyoa0rMoE5nXA8kdctBKE9eSob
STA 4273H - Large Scale Machine Learning, Winter 2015 - University of Torontohttp://www.cs.toronto.edu/~rsalakhu/STA4273_2015/lectures.html
CS 485/685 Machine Learning, Shai Ben-David, University of Waterloohttps://www.youtube.com/channel/UCR4_akQ1HYMUcDszPQ6jh8Q/videos
STAT 441/841 Classification Winter 2017 , Waterloohttps://www.youtube.com/playlist?list=PLehuLRPyt1HzXDemu7K4ETcF0Ld_B5adG
10-605 - Machine Learning with Large Datasets, Fall 2016 - CMUhttps://www.youtube.com/channel/UCIE4UdPoCJZMAZrTLuq-CPQ/videos
Information Theory, Pattern Recognition, and Neural Networks - University of Cambridgehttps://www.youtube.com/playlist?list=PLruBu5BI5n4aFpG32iMbdWoRVAA-Vcso6
Python and machine learning - Stanford Crowd Course Initiativehttps://www.youtube.com/playlist?list=PLVxFQjPUB2cnYGZPAGG52OQc9SpWVKjjB
MOOC - Machine Learning Part 1a - Udacity/Georgia Techhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPl0N6-e1GvyLp5-MUMUjOKo
Part 1bhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPlkESDcHD-0oqVx5sAIgz7O
Part 2https://www.youtube.com/playlist?list=PLAwxTw4SYaPmaHhu-Lz3mhLSj-YH-JnG7
Part 3https://www.youtube.com/playlist?list=PLAwxTw4SYaPnidDwo9e2c7ixIsu_pdSNp
Machine Learning and Pattern Recognition 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/mlpr.htm
Introductory Applied Machine Learning 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/iaml.htm
Pattern Recognition Class (2012)- Universität Heidelberghttps://www.youtube.com/playlist?list=PLuRaSnb3n4kRDZVU6wxPzGdx1CN12fn0w
Introduction to Machine Learning and Pattern Recognition - CBCSL OSUhttps://www.youtube.com/playlist?list=PLcXJymqaE9PPGGtFsTNoDWKl-VNVX5d6b
Introduction to Machine Learning - IIT Kharagpurhttps://nptel.ac.in/courses/106105152/
Introduction to Machine Learning - IIT Madrashttps://nptel.ac.in/courses/106106139/
Pattern Recognition - IISC Bangalorehttps://nptel.ac.in/courses/117108048/
Pattern Recognition and Application - IIT Kharagpurhttps://nptel.ac.in/courses/117105101/
Pattern Recognition - IIT Madrashttps://nptel.ac.in/courses/106106046/
Machine Learning Summer School 2013 - Max Planck Institute for Intelligent Systems Tübingenhttps://www.youtube.com/playlist?list=PLqJm7Rc5-EXFv6RXaPZzzlzo93Hl0v91E
Machine Learning - Professor Kogan (Spring 2016) - Rutgershttps://www.youtube.com/playlist?list=PLauepKFT6DK_1_plY78bXMDj-bshv7UsQ
CS273a: Introduction to Machine Learninghttp://sli.ics.uci.edu/Classes/2015W-273a
YouTubehttps://www.youtube.com/playlist?list=PLkWzaBlA7utJMRi89i9FAKMopL0h0LBMk
Machine Learning Crash Course 2015https://www.youtube.com/playlist?list=PLyGKBDfnk-iD5dK8N7UBUFVVDBBtznenR
COM4509/COM6509 Machine Learning and Adaptive Intelligence 2015-16http://inverseprobability.com/mlai2015/
10715 Advanced Introduction to Machine Learninghttps://sites.google.com/site/10715advancedmlintro2017f/lectures
Introduction to Machine Learning - Spring 2018 - ETH Zurichhttps://www.youtube.com/playlist?list=PLzn6LN6WhlN273tsqyfdrBUsA-o5nUESV
Machine Learning - Pedro Domingos- University of Washingtonhttps://www.youtube.com/user/UWCSE/playlists?view=50&sort=dd&shelf_id=16
Advanced Machine Learning - 2019 - ETH Zürichhttps://www.youtube.com/playlist?list=PLY-OA_xnxFwSe98pzMGVR4bjAZZYrNT7L
Machine Learning (COMP09012)https://www.youtube.com/playlist?list=PLyH-5mHPFffFwz7Twap0XuVeUJ8vuco9t
Probabilistic Machine Learning 2020 - University of Tübingenhttps://www.youtube.com/playlist?list=PL05umP7R6ij1tHaOFY96m5uX3J21a6yNd
Statistical Machine Learning 2020 - Ulrike von Luxburg - University of Tübingenhttps://www.youtube.com/playlist?list=PL05umP7R6ij2XCvrRzLokX6EoHWaGA2cC
COMS W4995 - Applied Machine Learning - Spring 2020 - Columbia Universityhttps://www.cs.columbia.edu/~amueller/comsw4995s20/schedule/
CSEP 546, Data Mining - Pedro Domingos, Sp 2016 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep546/16sp/
YouTubehttps://www.youtube.com/playlist?list=PLTPQEx-31JXgtDaC6-3HxWcp7fq4N8YGr
CS 5140/6140 - Data Mining, Spring 2016, University of Utahhttps://www.cs.utah.edu/~jeffp/teaching/cs5140.html
Youtubehttps://www.youtube.com/playlist?list=PLbuogVdPnkCpXfb43Wvc7s5fXWzedwTPB
CS 5955/6955 - Data Mining, University of Utahhttp://www.cs.utah.edu/~jeffp/teaching/cs5955.html
YouTubehttps://www.youtube.com/channel/UCcrlwW88yMcXujhGjSP2WBg/videos
Statistics 202 - Statistical Aspects of Data Mining, Summer 2007 - Googlehttp://www.stats202.com/original_index.html
YouTubehttps://www.youtube.com/playlist?list=PLFE776F2C513A744E
MOOC - Text Mining and Analytics by ChengXiang Zhaihttps://www.youtube.com/playlist?list=PLLssT5z_DsK8Xwnh_0bjN4KNT81bekvtt
Information Retrieval SS 2014, iTunes - HPIhttps://itunes.apple.com/us/itunes-u/information-retrieval-ss-2014/id874200291
MOOC - Data Mining with Wekahttps://www.youtube.com/playlist?list=PLm4W7_iX_v4NqPUjceOGd-OKNVO4c_cPD
CS 290 DataMining Lectureshttps://www.youtube.com/playlist?list=PLB4CCA346A5741C4C
CS246 - Mining Massive Data Sets, Winter 2016, Stanford Universityhttps://web.stanford.edu/class/cs246/
YouTubehttps://www.youtube.com/channel/UC_Oao2FYkLAUlUVkBfze4jg/videos
Data Mining: Learning From Large Datasets - Fall 2017 - ETH Zurichhttps://www.youtube.com/playlist?list=PLY-OA_xnxFwRHZO6L6yT253VPgrZazQs6
Information Retrieval - Spring 2018 - ETH Zurichhttps://www.youtube.com/playlist?list=PLzn6LN6WhlN1ktkDvNurPSDwTQ_oGQisn
CAP6673 - Data Mining and Machine Learning - FAUhttp://www.cse.fau.edu/~taghi/classes/cap6673/
Video lectureshttps://vimeo.com/album/1505953
Data Warehousing and Data Mining Techniques - Technische Universität Braunschweig, Germanyhttp://www.ifis.cs.tu-bs.de/teaching/ws-1617/dwh
Data 8: The Foundations of Data Science - UC Berkeleyhttp://data8.org/
Summer 17http://data8.org/su17/
CSE519 - Data Science Fall 2016 - Skiena, SBUhttps://www.youtube.com/playlist?list=PLOtl7M3yp-DVBdLYatrltDJr56AKZ1qXo
CS 109 Data Science, Harvard Universityhttp://cs109.github.io/2015/pages/videos.html
YouTubehttps://www.youtube.com/playlist?list=PLb4G5axmLqiuneCqlJD2bYFkBwHuOzKus
6.0002 Introduction to Computational Thinking and Data Science - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/lecture-videos/
Data 100 - Summer 19- UC Berkeleyhttps://www.youtube.com/playlist?list=PLPHXc20GewP8J56CisONS_mFZWZAfa7jR
Distributed Data Analytics (WT 2017/18) - HPI University of Potsdamhttps://www.tele-task.de/series/1179/
Statistics 133 - Concepts in Computing with Data, Fall 2013 - UC Berkeleyhttps://www.youtube.com/playlist?list=PL-XXv-cvA_iDsSPnMJlnhIyADGUmikoIO
Data Profiling and Data Cleansing (WS 2014/15) - HPI University of Potsdamhttps://www.tele-task.de/series/1027/
AM 207 - Stochastic Methods for Data Analysis, Inference and Optimization, Harvard Universityhttp://am207.github.io/2016/index.html
CS 229r - Algorithms for Big Data, Harvard Universityhttp://people.seas.harvard.edu/~minilek/cs229r/fall15/lec.html
Youtubehttps://www.youtube.com/playlist?list=PL2SOU6wwxB0v1kQTpqpuu5kEJo2i-iUyf
Algorithms for Big Data - IIT Madrashttps://nptel.ac.in/courses/106106142/
MOOC - Probabilistic Graphical Models - Courserahttps://www.youtube.com/playlist?list=PLvfF4UFg6Ejj6SX-ffw-O4--SPbB9P7eP
CS 6190 - Probabilistic Modeling, Spring 2016, University of Utahhttps://www.youtube.com/playlist?list=PLbuogVdPnkCpvxdF-Gy3gwaBObx7AnQut
10-708 - Probabilistic Graphical Models, Carnegie Mellon Universityhttps://www.cs.cmu.edu/~epxing/Class/10708-20/lectures.html
Probabilistic Graphical Models, Daphne Koller, Stanford Universityhttp://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ProbabilisticGraphicalModels
Probabilistic Models - UNIVERSITY OF HELSINKIhttps://www.cs.helsinki.fi/en/courses/582636/2015/K/K/1
Probabilistic Modelling and Reasoning 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/pmr.htm
Probabilistic Graphical Models, Spring 2018 - Notre Damehttps://www.youtube.com/playlist?list=PLd-PuDzW85AcV4bgdu7wHPL37hm60W4RM
6.S191: Introduction to Deep Learning - MIThttp://introtodeeplearning.com/
Deep Learning CMUhttps://www.youtube.com/channel/UC8hYZGEkI2dDO8scT8C5UQA/videos
Part 1: Practical Deep Learning for Coders, v3 - fast.aihttps://course.fast.ai/
Part 2: Deep Learning from the Foundations - fast.aihttps://course.fast.ai/part2
Deep learning at Oxford 2015 - Nando de Freitashttps://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu
6.S094: Deep Learning for Self-Driving Cars - MIThttps://www.youtube.com/playlist?list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf
CS294-129 Designing, Visualizing and Understanding Deep Neural Networkshttps://bcourses.berkeley.edu/courses/1453965/pages/cs294-129-designing-visualizing-and-understanding-deep-neural-networks
YouTubehttps://www.youtube.com/playlist?list=PLkFD6_40KJIxopmdJF_CLNqG3QuDFHQUm
CS230: Deep Learning - Autumn 2018 - Stanford Universityhttps://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb
STAT-157 Deep Learning 2019 - UC Berkeley https://www.youtube.com/playlist?list=PLZSO_6-bSqHQHBCoGaObUljoXAyyqhpFW
Full Stack DL Bootcamp 2019 - UC Berkeleyhttps://www.youtube.com/playlist?list=PL_Ig1a5kxu5645uORPL8xyvHr91Lg8G1l
Deep Learning, Stanford Universityhttp://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=DeepLearning
MOOC - Neural Networks for Machine Learning, Geoffrey Hinton 2016 - Courserahttps://www.youtube.com/playlist?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9
Deep Unsupervised Learning -- Berkeley Spring 2020https://www.youtube.com/playlist?list=PLwRJQ4m4UJjPiJP3691u-qWwPGVKzSlNP
Stat 946 Deep Learning - University of Waterloohttps://www.youtube.com/playlist?list=PLehuLRPyt1Hyi78UOkMPWCGRxGcA9NVOE
Neural networks class - Université de Sherbrookehttp://info.usherbrooke.ca/hlarochelle/neural_networks/content.html
YouTubehttps://www.youtube.com/playlist?list=PL6Xpj9I5qXYEcOhn7TqghAJ6NAPrNmUBH
CS294-158 Deep Unsupervised Learning SP19https://www.youtube.com/channel/UCf4SX8kAZM_oGcZjMREsU9w/videos
DLCV - Deep Learning for Computer Vision - UPC Barcelonahttps://www.youtube.com/playlist?list=PL-5eMc3HQTBavDoZpFcX-bff5WgQqSLzR
DLAI - Deep Learning for Artificial Intelligence @ UPC Barcelonahttps://www.youtube.com/playlist?list=PL-5eMc3HQTBagIUjKefjcTbnXC0wXC_vd
Neural Networks and Applications - IIT Kharagpurhttps://nptel.ac.in/courses/117105084/
UVA DEEP LEARNING COURSEhttp://uvadlc.github.io/#lecture
Nvidia Machine Learning Classhttps://www.youtube.com/playlist?list=PLTIkHmXc-7an8xbwhAJX-LQ4D4Uf-ar5I
Deep Learning - Winter 2020-21 - Tübingen Machine Learninghttps://www.youtube.com/playlist?list=PL05umP7R6ij3NTWIdtMbfvX7Z-4WEXRqD
CS234: Reinforcement Learning - Winter 2019 - Stanford Universityhttps://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u
Introduction to reinforcement learning - UCLhttps://www.youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
Advanced Deep Learning & Reinforcement Learning - UCLhttps://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs
Reinforcement Learning - IIT Madrashttps://www.youtube.com/playlist?list=PLyqSpQzTE6M_FwzHFAyf4LSkz_IjMyjD9
CS885 Reinforcement Learning - Spring 2018 - University of Waterloohttps://www.youtube.com/playlist?list=PLdAoL1zKcqTXFJniO3Tqqn6xMBBL07EDc
CS 285 - Deep Reinforcement Learning- UC Berkeleyhttps://www.youtube.com/playlist?list=PLkFD6_40KJIwhWJpGazJ9VSj9CFMkb79A
CS 294 112 - Reinforcement Learninghttps://www.youtube.com/playlist?list=PLkFD6_40KJIxJMR-j5A1mkxK26gh_qg37
NUS CS 6101 - Deep Reinforcement Learninghttps://www.youtube.com/playlist?list=PLllwxvcS7ca5wOmRLKm6ri-OaC0INYehv
ECE 8851: Reinforcement Learninghttps://www.youtube.com/playlist?list=PL_Nk3YvgORJs1tCLQnlnSRsOJArj_cP9u
CS294-112, Deep Reinforcement Learning Sp17http://rll.berkeley.edu/deeprlcourse/
YouTubehttps://www.youtube.com/playlist?list=PLkFD6_40KJIwTmSbCv9OVJB3YaO4sFwkX
UCL Course 2015 on Reinforcement Learning by David Silver from DeepMindhttp://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
YouTubehttps://www.youtube.com/watch?v=2pWv7GOvuf0
Deep RL Bootcamp - Berkeley Aug 2017https://sites.google.com/view/deep-rl-bootcamp/lectures
Reinforcement Learning - IIT Madrashttps://www.youtube.com/playlist?list=PLyqSpQzTE6M_FwzHFAyf4LSkz_IjMyjD9
Machine Learning 2013 - Nando de Freitas, UBChttps://www.youtube.com/playlist?list=PLE6Wd9FR--EdyJ5lbFl8UuGjecvVw66F6
Machine Learning, 2014-2015, University of Oxfordhttps://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/
10-702/36-702 - Statistical Machine Learning - Larry Wasserman, Spring 2016, CMUhttps://www.stat.cmu.edu/~ryantibs/statml/
Spring 2015https://www.youtube.com/playlist?list=PLjbUi5mgii6BWEUZf7He6nowWvGne_Y8r
10-715 Advanced Introduction to Machine Learning - CMUhttp://www.cs.cmu.edu/~bapoczos/Classes/ML10715_2015Fall/
YouTubehttps://www.youtube.com/playlist?list=PL4DwY1suLMkcu-wytRDbvBNmx57CdQ2pJ
CS 281B - Scalable Machine Learning, Alex Smola, UC Berkeleyhttp://alex.smola.org/teaching/berkeley2012/syllabus.html
18.409 Algorithmic Aspects of Machine Learning Spring 2015 - MIThttps://www.youtube.com/playlist?list=PLB3sDpSRdrOvI1hYXNsa6Lety7K8FhPpx
CS 330 - Deep Multi-Task and Meta Learning - Fall 2019 - Stanford Universityhttps://cs330.stanford.edu/
Youtubehttps://www.youtube.com/playlist?list=PLoROMvodv4rMC6zfYmnD7UG3LVvwaITY5
CS 224d - Deep Learning for Natural Language Processing, Stanford Universityhttp://cs224d.stanford.edu/syllabus.html
Lectures - Youtubehttps://www.youtube.com/playlist?list=PLCJlDcMjVoEdtem5GaohTC1o9HTTFtK7_
CS 224N - Natural Language Processing, Stanford Universityhttp://web.stanford.edu/class/cs224n/
Lecture videoshttps://www.youtube.com/playlist?list=PLgtM85Maly3n2Fp1gJVvqb0bTC39CPn1N
CS 124 - From Languages to Information - Stanford Universityhttps://www.youtube.com/channel/UC_48v322owNVtORXuMeRmpA/playlists?view=50&sort=dd&shelf_id=2
MOOC - Natural Language Processing, Dan Jurafsky & Chris Manning - Courserahttps://www.youtube.com/playlist?list=PL6397E4B26D00A269
fast.ai Code-First Intro to Natural Language Processinghttps://www.youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9
Githubhttps://github.com/fastai/course-nlp
MOOC - Natural Language Processing - Coursera, University of Michiganhttps://www.youtube.com/playlist?list=PLLssT5z_DsK8BdawOVCCaTCO99Ya58ryR
CS 231n - Convolutional Neural Networks for Visual Recognition, Stanford Universityhttps://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
CS224U: Natural Language Understanding - Spring 2019 - Stanford Universityhttps://www.youtube.com/playlist?list=PLoROMvodv4rObpMCir6rNNUlFAn56Js20
Deep Learning for Natural Language Processing, 2017 - Oxford Universityhttps://github.com/oxford-cs-deepnlp-2017/lectures
Machine Learning for Robotics and Computer Vision, WS 2013/2014 - TU Münchenhttps://vision.in.tum.de/teaching/ws2013/ml_ws13
YouTubehttps://www.youtube.com/playlist?list=PLTBdjV_4f-EIiongKlS9OKrBEp8QR47Wl
Informatics 1 - Cognitive Science 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/inf1cs.htm
Informatics 2A - Processing Formal and Natural Languages 2016-17 - University of Edinburghhttp://www.inf.ed.ac.uk/teaching/courses/inf2a/schedule.html
Computational Cognitive Science 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/ccs.htm
Accelerated Natural Language Processing 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/anlp.htm
Natural Language Processing - IIT Bombayhttps://nptel.ac.in/courses/106101007/
NOC:Deep Learning For Visual Computing - IIT Kharagpurhttps://nptel.ac.in/courses/108/105/108105103/
CS 11-747 - Neural Nets for NLP - 2019 - CMUhttps://www.youtube.com/playlist?list=PL8PYTP1V4I8Ajj7sY6sdtmjgkt7eo2VMs
Natural Language Processing - Michael Collins - Columbia Universityhttps://www.youtube.com/playlist?list=PLA212ij5XG8OTDRl8IWFiJgHR9Ve2k9pv
Deep Learning for Computer Vision - University of Michiganhttps://www.youtube.com/playlist?list=PL5-TkQAfAZFbzxjBHtzdVCWE0Zbhomg7r
CMU CS11-737 - Multilingual Natural Language Processinghttps://www.youtube.com/playlist?list=PL8PYTP1V4I8CHhppU6n1Q9-04m96D9gt5
02417 Time Series Analysishttps://www.youtube.com/playlist?list=PLtiTxpFJ4k6TZ0g496fVcQpt_-XJRNkbi
Applied Time Series Analysishttps://www.youtube.com/playlist?list=PLl0FT6O_WWDBm-4W-eoK34omYmEMseQDX
EE364a: Convex Optimization I - Stanford Universityhttp://web.stanford.edu/class/ee364a/videos.html
CS 6955 - Clustering, Spring 2015, University of Utahhttps://www.youtube.com/playlist?list=PLbuogVdPnkCpRvi-qSMCdOwyn4UYoPxTI
Info 290 - Analyzing Big Data with Twitter, UC Berkeley school of informationhttp://blogs.ischool.berkeley.edu/i290-abdt-s12/
YouTubehttps://www.youtube.com/playlist?list=PLE8C1256A28C1487F
10-725 Convex Optimization, Spring 2015 - CMUhttp://www.stat.cmu.edu/~ryantibs/convexopt-S15/
10-725 Convex Optimization: Fall 2016 - CMUhttp://www.stat.cmu.edu/~ryantibs/convexopt/
CAM 383M - Statistical and Discrete Methods for Scientific Computing, University of Texashttp://granite.ices.utexas.edu/coursewiki/index.php/Main_Page
9.520 - Statistical Learning Theory and Applications, Fall 2015 - MIThttps://www.youtube.com/playlist?list=PLyGKBDfnk-iDj3FBd0Avr_dLbrU8VG73O
Reinforcement Learning - UCLhttps://www.youtube.com/playlist?list=PLacBNHqv7n9gp9cBMrA6oDbzz_8JqhSKo
Regularization Methods for Machine Learning 2016http://academictorrents.com/details/493251615310f9b6ae1f483126292378137074cd
YouTubehttps://www.youtube.com/playlist?list=PLbF0BXX_6CPJ20Gf_KbLFnPWjFTvvRwCO
Statistical Inference in Big Data - University of Torontohttp://fields2015bigdata2inference.weebly.com/materials.html
10-725 Optimization Fall 2012 - CMUhttp://www.cs.cmu.edu/~ggordon/10725-F12/schedule.html
10-801 Advanced Optimization and Randomized Methods - CMUhttp://www.cs.cmu.edu/~suvrit/teach/aopt.html
YouTubehttps://www.youtube.com/playlist?list=PLjTcdlvIS6cjdA8WVXNIk56X_SjICxt0d
Reinforcement Learning 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/rl.htm
Reinforcement Learning - IIT Madrashttps://nptel.ac.in/courses/106106143/
Statistical Rethinking Winter 2015 - Richard McElreathhttps://www.youtube.com/playlist?list=PLDcUM9US4XdMdZOhJWJJD4mDBMnbTWw_z
Music Information Retrieval - University of Victoria, 2014http://marsyas.cs.uvic.ca/mirBook/course/
PURDUE Machine Learning Summer School 2011https://www.youtube.com/playlist?list=PL2A65507F7D725EFB
Foundations of Machine Learning - Blmmoberg Eduhttps://bloomberg.github.io/foml/#home
Introduction to reinforcement learning - UCLhttps://www.youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
Advanced Deep Learning & Reinforcement Learning - UCLhttps://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs
Web Information Retrieval (Proff. L. Becchetti - A. Vitaletti)https://www.youtube.com/playlist?list=PLAQopGWlIcya-9yzQ8c8UtPOuCv0mFZkr
Big Data Systems (WT 2019/20) - Prof. Dr. Tilmann Rabl - HPIhttps://www.tele-task.de/series/1286/
Distributed Data Analytics (WT 2017/18) - Dr. Thorsten Papenbrock - HPIhttps://www.tele-task.de/series/1179/
https://github.com/pythonob/cs-video-courses#computer-networks
14-740 - Fundamentals of Computer Networks - CMUhttp://www.ini740.com/
CS 144 Introduction to Computer Networking - Stanford University, Fall 2013http://www.scs.stanford.edu/10au-cs144/
Lecture videoshttps://www.youtube.com/playlist?list=PLvFG2xYBrYAQCyz4Wx3NPoYJOFjvU7g2Z
Computer Communication Networks, Rensselaer Polytechnic Institute - Fall 2001https://www.ecse.rpi.edu/Homepages/koushik/shivkuma-teaching/video_index.html
Videoshttps://www.ecse.rpi.edu/Homepages/koushik/shivkuma-teaching/video_index.html#ccn_video
Slideshttps://www.ecse.rpi.edu/Homepages/koushik/shivkuma-teaching/video_index.html#ccn_foils
Audio/Video Recordings and Podcasts of Professor Raj Jain's Lectures - Washington University in St. Louishttp://www.cse.wustl.edu/~jain/videos.htm
YouTubehttps://www.youtube.com/user/ProfRajJain/playlists
Computer Networks, Tanenbaum, Wetherall Computer Networks 5e - Video Lectureshttp://media.pearsoncmg.com/ph/streaming/esm/tanenbaum5e_videonotes/tanenbaum_videoNotes.html
CSEP 561 - PMP Network Systems, Fall 2013 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep561/13au/
Videoshttps://courses.cs.washington.edu/courses/csep561/13au/video/
CSEP 561 – Network Systems, Autumn 2008 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep561/08au/
Videoshttps://courses.cs.washington.edu/courses/csep561/08au/lectures/
Computer Networks - IIT Kharagpurhttps://nptel.ac.in/courses/106105081/
Introduction to Data Communications 2013, Steven Gordon - Thammasat University, Thailandhttps://www.youtube.com/playlist?list=PLvifRcqOOwF8u4iC7hFTMVC_WD6SEpnkx
Introduction to Complex Networks - RIThttps://www.youtube.com/playlist?list=PLE9AAD550EA21F3DC
Structural Analysis and Visualization of Networkshttp://www.leonidzhukov.net/hse/2015/networks/
Data Communication - IIT Kharagpurhttps://nptel.ac.in/courses/106105082/
Error Correcting Codes - IISC Bangalorehttps://nptel.ac.in/courses/117108044/
Information Theory and Coding - IIT Bombayhttps://nptel.ac.in/courses/117101053/
Complex Network : Theory and Application - IIT Kharagpurhttps://nptel.ac.in/courses/106105154/
Advanced 3G and 4G Wireless Mobile Communications - IIT Kanpurhttps://nptel.ac.in/courses/117104099/
Broadband Networks: Concepts and Technology - IIT Bombayhttps://nptel.ac.in/courses/117101050/
Coding Theory - IIT Madrashttps://nptel.ac.in/courses/117106031/
Digital Communication - IIT Bombayhttps://nptel.ac.in/courses/117101051/
Digital Voice & Picture Communication - IIT Kharagpurhttps://nptel.ac.in/courses/117105081/
Wireless Ad Hoc and Sensor Networks - IIT Kharagpurhttps://nptel.ac.in/courses/106105160/
Internetworking with TCP/IP by Prof. Dr. Christoph Meinel - HPIhttps://www.youtube.com/playlist?list=PLoOmvuyo5UAfY5VrkObHTckZHwPsS1VCA
CS798: Mathematical Foundations of Computer Networking - University of Waterloohttps://www.youtube.com/playlist?list=PLFB088DB91845CA34
https://github.com/pythonob/cs-video-courses#math-for-computer-scientist
List of Science & Math courses with video lectureshttps://github.com/Developer-Y/math-science-video-lectures
Maths courses all topics coveredhttps://www.khanacademy.org/math/
18.01 Single Variable Calculus, Fall 2006 - MIT OCWhttps://ocw.mit.edu/courses/mathematics/18-01-single-variable-calculus-fall-2006/
18.02 Multivariable Calculus, Fall 2007 - MIT OCWhttps://ocw.mit.edu/courses/mathematics/18-02-multivariable-calculus-fall-2007/
18.03 Differential Equations, Spring 2010 - MIT OCWhttps://ocw.mit.edu/courses/mathematics/18-03-differential-equations-spring-2010/
Highlights of Calculus - Gilbert Strang, MIT OCWhttps://ocw.mit.edu/resources/res-18-005-highlights-of-calculus-spring-2010/
6.042J - Mathematics for Computer Science, Fall 2010, MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/
Spring 15https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/index.htm
Computer Science 70, 001 - Spring 2015https://www.youtube.com/playlist?list=-XXv-cvA_iD8wQm8U0gG_Z1uHjImKXFy
CSE 547 Discrete Mathematics, Prof Skiena, University of Stony Brookhttp://www3.cs.stonybrook.edu/~algorith/math-video/
Discrete Structures (Summer 2011) - Rutgers, The State University of New Jerseyhttps://itunes.apple.com/us/course/discrete-structures-summer/id698728837
Discrete Mathematics and Mathematical Reasoning 2015/16 - University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/dmmr.htm
Discrete Mathematical Structures - IIT Madrashttps://nptel.ac.in/courses/106106094/
Discrete Structures - Pepperdine Universityhttps://itunes.apple.com/us/course/discrete-structures/id546468789
6.041 Probabilistic Systems Analysis and Applied Probability - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013/
Statistics 110 - Probability - Harvard Universityhttps://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo
STAT 2.1x: Descriptive Statistics | UC Berkeleyhttps://www.youtube.com/playlist?list=PL_Ig1a5kxu56TfFnGlRlH2YpOBWGiYsQD
STAT 2.2x: Probability | UC Berkeleyhttps://www.youtube.com/playlist?list=PL_Ig1a5kxu57qPZnHm-ie-D7vs9g7U-Cl
MOOC - Statistics: Making Sense of Data, Courserahttp://academictorrents.com/details/a0cbaf3e03e0893085b6fbdc97cb6220896dddf2
MOOC - Statistics One - Courserahttps://www.youtube.com/playlist?list=PLycnP7USbo1V3jlyjAzWUB201cLxPq4NP
Probability and Random Processes - IIT Kharagpurhttps://nptel.ac.in/courses/117105085/
MOOC - Statistical Inference - Courserahttps://www.youtube.com/playlist?list=PLgIPpm6tJZoSvrYM54BUqJJ4CWrYeGO40
131B - Introduction to Probability and Statistics, UCIhttps://www.youtube.com/playlist?list=PLqOZ6FD_RQ7k-j-86QUC2_0nEu0QOP-Wy
STATS 250 - Introduction to Statistics and Data Analysis, UMichiganhttps://www.youtube.com/playlist?list=PL432AB57AF9F43D4F
Sets, Counting and Probability - Harvardhttp://matterhorn.dce.harvard.edu/engage/ui/index.html#/1999/01/82347
Opinionated Lessons in Statisticshttp://www.opinionatedlessons.org/
Youtubehttps://www.youtube.com/playlist?list=PLUAHeOPjkJseXJKbuk9-hlOfZU9Wd6pS0
Statistics - Brandon Foltzhttps://www.youtube.com/user/BCFoltz/playlists
Statistical Rethinking: A Bayesian Course Using R and Stanhttps://github.com/rmcelreath/statrethinking_winter2019
Lectures - Aalto Universityhttps://aalto.cloud.panopto.eu/Panopto/Pages/Sessions/List.aspx#folderID=%22f0ec3a25-9e23-4935-873b-a9f401646812%22
Bookhttp://www.stat.columbia.edu/~gelman/book/
02402 Introduction to Statistics E12 - Technical University of Denmarkhttps://www.youtube.com/playlist?list=PLMn2aW3wpAtPC8tZHQy6nwWsFG7P6sPqw
F17https://www.youtube.com/playlist?list=PLgowegO9Se58_BnUNnaARajEE_bX-GJEz
18.06 - Linear Algebra, Prof. Gilbert Strang, MIT OCWhttps://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/
18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning - MIT OCWhttps://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/
Linear Algebra (Princeton University)https://www.youtube.com/playlist?list=PLGqzsq0erqU7w7ZrTZ-pWWk4-AOkiGEGp
MOOC: Coding the Matrix: Linear Algebra through Computer Science Applications - Courserahttp://academictorrents.com/details/54cd86f3038dfd446b037891406ba4e0b1200d5a
CS 053 - Coding the Matrix - Brown Universityhttp://cs.brown.edu/courses/cs053/current/lectures.htm
Fall 14 videoshttps://cs.brown.edu/video/channels/coding-matrix-fall-2014/
Linear Algebra Review - CMUhttp://www.cs.cmu.edu/~zkolter/course/linalg/outline.html
A first course in Linear Algebra - N J Wildberger - UNSWhttps://www.youtube.com/playlist?list=PL44B6B54CBF6A72DF
INTRODUCTION TO MATRIX ALGEBRAhttp://ma.mathforcollege.com/youtube/index.html
Computational Linear Algebra - fast.aihttps://www.youtube.com/playlist?list=PLtmWHNX-gukIc92m1K0P6bIOnZb-mg0hY
Githubhttps://github.com/fastai/numerical-linear-algebra
10-600 Math Background for ML - CMUhttps://www.youtube.com/playlist?list=PL7y-1rk2cCsA339crwXMWUaBRuLBvPBCg
MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learninghttps://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/
36-705 - Intermediate Statistics - Larry Wasserman, CMUhttp://www.stat.cmu.edu/~larry/=stat705/
YouTubehttps://www.youtube.com/playlist?list=PLcW8xNfZoh7eI7KSWneVWq-7wr8ffRtHF
Combinatorics - IISC Bangalorehttps://nptel.ac.in/courses/106108051/
Advanced Engineering Mathematics - Notre Damehttps://www.youtube.com/playlist?list=PLd-PuDzW85Ae4pzlylMLzq_a-RHPx8ryA
Statistical Computing for Scientists and Engineers - Notre Damehttps://www.youtube.com/playlist?list=PLd-PuDzW85AeltIRcjDY7Z4q49NEAuMcA
Statistical Computing, Fall 2017 - Notre Damehttps://www.youtube.com/playlist?list=PLd-PuDzW85AcSgNGnT5TUHt85SrCljT3V
Mathematics for Machine Learning, Lectures by Ulrike von Luxburg - Tübingen Machine Learninghttps://www.youtube.com/playlist?list=PL05umP7R6ij1a6KdEy8PVE9zoCv6SlHRS
https://github.com/pythonob/cs-video-courses#web-programming-and-internet-technologies
Web Design Decal - HTML/CSS/JavaScript Course, University of California, Berkeleyhttp://live.wdd.io/
CS 75 Building Dynamic Websites - Harvard Universityhttp://cs75.tv/2012/summer/
Internet Technology - IIT Kharagpurhttps://nptel.ac.in/courses/106105084/
Introduction to Modern Application Development - IIT Madrashttps://nptel.ac.in/courses/106106156/
CSE 199 - How the Internet Works, Fall 2016 - University of Buffalohttps://www.youtube.com/playlist?list=PLk97mPCd8nvbxGGfkYkBXrSEvpTc1xTF8
Open Sourced Elective: Database and Rails - Intro to Ruby on Rails, University of Texashttps://www.schneems.com/ut-rails
Lectures - Youtubehttps://www.youtube.com/playlist?list=PL7A85FD7803A8CB1F
CSEP545 - Transaction Processing for E-Commerce, Winter 2012 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep545/12wi/
Videoshttps://courses.cs.washington.edu/courses/csep545/12wi/video/
CT 310 Web Development - Colorado State Universityhttps://www.cs.colostate.edu/~ct310/yr2016sp/home_progress.php
Internet Technologies and Applications 2012, Steven Gordon - Thammasat University, Thailandhttps://www.youtube.com/playlist?list=PLvifRcqOOwF9cfLMTE-42fiBsWvBsOEkS
CSCI 3110 Advanced Topics in Web Development, Fall 2011 - ETSU iTuneshttps://itunes.apple.com/WebObjects/MZStore.woa/wa/viewPodcast?id=454017618
CSCI 5710 e-Commerce Implementation, Fall 2015 - ETSU iTuneshttps://itunes.apple.com/us/itunes-u/e-commerce-implementation/id1020427670
MOOC - Web Development - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPlLXUhUNt1wINWrrH9axjcI
Web Technologies Prof. Dr. Christoph Meinel - HPIhttps://open.hpi.de/courses/webtech2015/items/4oqxq6euKfhXgHOMwFBxbn
https://github.com/pythonob/cs-video-courses#theoretical-cs-and-programming-languages
MOOC - Compilers - Stanford Universityhttps://archive.org/details/academictorrents_e31e54905c7b2669c81fe164de2859be4697013a
CS 164 Hack your language, UC Berkeleyhttps://sites.google.com/a/bodik.org/cs164/home
Lectures - Youtubehttps://www.youtube.com/playlist?list=PL3A16CFC42CA6EF4F
Theory of computation - Shai Simonsonhttp://www.aduni.org/courses/theory/index.php?view=cw
CS 173 Programming Languages, Brown Universityhttp://cs.brown.edu/courses/cs173/2012/Videos/
Bookhttp://cs.brown.edu/courses/cs173/2012/book/
CS 421 - Programming Languages and Compilers, UIUChttps://courses.engr.illinois.edu/cs421/fa2014/
CSC 253 - CPython internals: A ten-hour codewalk through the Python interpreter source code, University of Rochesterhttp://pgbovine.net/cpython-internals.htm
CSE341 - Programming Languages, Dan Grossman, Spring 2013 - University of Washingtonhttps://courses.cs.washington.edu/courses/cse341/13sp/
CSEP 501 - Compiler Construction, University of Washingtonhttps://courses.cs.washington.edu/courses/csep501/09au/lectures/video.html
Lectures - Youtubehttps://www.youtube.com/playlist?list=PLTPQEx-31JXhfAWGnGzwbfhB2zUB7Jd4C
CSEP 505 Programming Languages, Winter 2015 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep505/15wi/video/
DMFP - Discrete Mathematics and Functional Programming, Wheaton Collegehttp://cs.wheaton.edu/~tvandrun/dmfp/
CS 374 - Algorithms & Models of Computation (Fall 2014), UIUChttps://courses.engr.illinois.edu/cs498374/fa2014/lectures.html
Lecture videoshttps://www.youtube.com/playlist?list=PL0v718LJg-7_4Zwx3CE7kZ398mhlB2TqF473
6.045 Automata, Computability, and Complexity, MIThttps://stellar.mit.edu/S/course/6/sp15/6.045/materials.html
Lecture Videoshttp://stellar.mit.edu/S/course/6/sp15/6.045/special/videos/index.html
MOOC - Automata - Jeffrey Ullman - Courserahttps://www.youtube.com/playlist?list=PL82C4B8475CAC3F95
CS581 Theory of Computation - Portland State Universityhttp://web.cecs.pdx.edu/~harry/videos/
Lectures - Youtubehttps://www.youtube.com/playlist?list=PLbtzT1TYeoMjNOGEiaRmm_vMIwUAidnQz
Theory of Computation - Fall 2011 UC Davishttps://www.youtube.com/playlist?list=PLslgisHe5tBM8UTCt1f66oMkpmjCblzkt
TDA555 Introduction to Functional Programming - Chalmers University of Technologyhttp://www.cse.chalmers.se/edu/course/TDA555/index.html
Lectures - YouTubehttps://www.youtube.com/playlist?list=PLIQ9jYeUxhgqEnjey91yRTITaXqZQy3Ta
Philip Wadler Haskell lecture recordingshttps://www.youtube.com/playlist?list=PLtRG9GLtNcHBv4cuh2w1cz5VsgY6adoc3
Functional Programming - University of Edinburgh - 2016-17http://www.inf.ed.ac.uk/teaching/courses/inf1/fp/
MOOC - Functional Programming Principles in Scala by Martin Oderskyhttps://www.youtube.com/user/afigfigueira/playlists?sort=dd&view=50&shelf_id=9
CS294 - Program Synthesis for Everyonehttps://people.eecs.berkeley.edu/~bodik/cs294fa12
MOOC - Principles of Reactive Programming, Scala - Courserahttps://www.youtube.com/playlist?list=PLMhMDErmC1TdBMxd3KnRfYiBV2ELvLyxN
Category Theory for Programmers, 2014 - Bartosz Milewskihttps://bartoszmilewski.com/2014/10/28/category-theory-for-programmers-the-preface/
YouTubehttps://www.youtube.com/playlist?list=PLbgaMIhjbmEnaH_LTkxLI7FMa2HsnawM_
2012 Lectureshttps://www.cs.uoregon.edu/research/summerschool/summer12/curriculum.html
2013 Lectureshttps://www.cs.uoregon.edu/research/summerschool/summer13/curriculum.html
2014 Lectureshttps://www.cs.uoregon.edu/research/summerschool/summer14/curriculum.html
2015 Lectureshttps://www.cs.uoregon.edu/research/summerschool/summer15/curriculum.html
2016 Lectureshttps://www.cs.uoregon.edu/research/summerschool/summer16/curriculum.php
Inf1 - Computation and Logic 2015 - University of Edinburghhttp://www.inf.ed.ac.uk/teaching/courses/inf1/cl/
INFORMATICS 1 - FUNCTIONAL PROGRAMMING - University of Edinburghhttp://www.inf.ed.ac.uk/teaching/courses/inf1/fp/
Videoshttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/inf1fp.htm
Compiler Design - IISC Bangalorehttps://nptel.ac.in/courses/106108052/
Compiler Design - IIT Kanpurhttps://nptel.ac.in/courses/106104123/
Principles of Programming Languages - IIT Delhihttps://nptel.ac.in/courses/106102067/
Principles of Compiler Design - IISC Bangalorehttps://nptel.ac.in/courses/106108113/
Functional Programming in Haskell - IIT Madrashttps://nptel.ac.in/courses/106106137/
Theory of Computation - IIT Kanpurhttps://nptel.ac.in/courses/106104148/
Theory of Automata, Formal Languages and Computation - IIT Madrashttps://nptel.ac.in/courses/106106049/
Theory of Computation - IIT Kanpurhttps://nptel.ac.in/courses/106104028/
Logic for CS - IIT Delhihttps://nptel.ac.in/courses/106102013/
Principles of Compiler Design - Swarthmore Collegehttps://www.cs.swarthmore.edu/~jpolitz/cs75/s16/index.html
Undergrad Complexity Theory at CMUhttps://www.youtube.com/playlist?list=PLm3J0oaFux3YL5vLXpzOyJiLtqLp6dCW2
Graduate Complexity Theory at CMUhttps://www.youtube.com/playlist?list=PLm3J0oaFux3b8Gg1DdaJOzYNsaXYLAOKH
Great Ideas in Theoretical Computer Science at CMU https://www.youtube.com/playlist?list=PLm3J0oaFux3aafQm568blS9blxtA_EWQv
Analysis of Boolean Functions at CMUhttps://www.youtube.com/playlist?list=PLm3J0oaFux3YypJNaF6sRAf2zC1QzMuTA
Theoretical Computer Science (Bridging Course)(Tutorial) - SS 2015http://ais.informatik.uni-freiburg.de/teaching/ss15/bridging/
https://github.com/pythonob/cs-video-courses#embedded-systems
EE319K Embedded Systems - UT Austinhttp://users.ece.utexas.edu/~valvano/Volume1/E-Book/VideoLinks.htm
EE445L Embedded Systems Design Lab, Fall 2015, UTexashttps://www.youtube.com/playlist?list=PLyg2vmIzGxXGBxFu8nvX3KBadSdsNAvbA
CS149 Embedded Systems - Fall 2014 - UCBerkeleyhttps://www.youtube.com/playlist?list=PL-XXv-cvA_iDq3FCoYLeUL-X-NUlT405n
ECE 4760 Designing with Microcontrollers Fall 2016, Cornell Universityhttp://people.ece.cornell.edu/land/courses/ece4760/
Lectures - Youtubehttps://www.youtube.com/playlist?list=PLKcjQ_UFkrd4I5WOIxHEYZ7iY04lj15Ez
ECE 5760 - Advanced Microcontroller Design and system-on-chip, Spring 2016 - Cornell Universityhttp://people.ece.cornell.edu/land/courses/ece5760/
CSE 438/598 Embedded Systems Programming ASUhttp://rts.lab.asu.edu/web_438_Fall_2014/CSE438_Fall2014_Main_page.htm
Summer Short Course on Embedded Systems Programminghttp://rts.lab.asu.edu/web_ESP_Summer2014/ESP_Main_page.htm
Internet of Things by Prof. Dr.-Ing. Dietmar P. F. Möllerhttps://video.tu-clausthal.de/vorlesung/408.html
CSE 351 - The Hardware/Software Interface, Spring 16 - University of Washingtonhttps://courses.cs.washington.edu/courses/cse351/16sp/videos.html
Courserahttp://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 Utahhttps://www.youtube.com/playlist?list=PLQefpK95HyFmao3zi-WDOMkeSev-Je5dE
Embedded Systems Class - Version 1 - 2011 - UNCChttps://www.youtube.com/playlist?list=PLE4462C1C306E2EB2
Embedded Systems using the Renesas RX63N Processor - Version 3 - UNCChttps://www.youtube.com/playlist?list=PLPIqCiMhcdO5gxLJWt_hY5CPMzqg75IU5
ELEC2142 - Embedded Systems Design - UNSWhttp://eemedia.ee.unsw.edu.au/ELEC2142/index.htm
Software Engineering for Embedded Systems (WS 2011/12) - HPI Univesrity of Potsdamhttps://www.tele-task.de/series/864/
Embedded Software Testing - IIT Madrashttps://nptel.ac.in/courses/117106112/
Embedded Systems - IIT Delhihttps://nptel.ac.in/courses/108102045/
Embedded Systems Design - IIT Kharagpurhttps://nptel.ac.in/courses/106105159/
ARM Based Development - IIT Madrashttps://nptel.ac.in/courses/117106111/
Software Engineering for Self Adaptive Systems - iTunes - HPI Univesrity of Potsdamhttps://itunes.apple.com/us/itunes-u/software-engineering-for-self/id993578475
EE260 Embedded Systems by Robert Pazhttps://www.youtube.com/playlist?list=PLnvE9iJk1wvib_pdUPdQGYZrkrmg9mf__
IoT Summer Schoolhttps://www.youtube.com/playlist?list=PLHih6DnKQaoYQ5PIT3Tp-UrqUguDYWYQu
ECSE 421 - Embedded Systems - McGillhttp://www.cim.mcgill.ca/~jer/courses/es/
EE402 - Object-oriented Programming with Embedded Systemshttp://ee402.eeng.dcu.ie/lecture-videos
NOC:Advanced IOT Applications - IISc Bangalorehttps://nptel.ac.in/courses/108/108/108108123/
NOC:Design for internet of things - IISc Bangalorehttps://nptel.ac.in/courses/108/108/108108098/
https://github.com/pythonob/cs-video-courses#computer-organization-and-architecture
How Computers Work - Adunihttp://aduni.org/courses/hcw/index.php?view=cw
CS 61C - Machine Structures, UC Berkeleyhttp://www-inst.eecs.berkeley.edu/~cs61c/sp15/
Lectures - InfoCoBuildhttp://www.infocobuild.com/education/audio-video-courses/computer-science/cs61c-spring2015-berkeley.html
6.004 - Computation Structures Spring 2013, MIThttps://www.youtube.com/playlist?list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-
CS/ECE 3810 Computer Organization, Fall 2015, , University of Utahhttp://www.cs.utah.edu/~rajeev/cs3810/
YouTubehttps://www.youtube.com/playlist?list=PLm7BxCUdWqZzjZ-jRe73KUfj2GsSS2FPy
Digital Computer Organization - IIT Kharagpurhttps://nptel.ac.in/courses/117105078/
Computer Organization - IIT Madrashttps://nptel.ac.in/courses/106106092/
CS-224 - Computer Organization, 2009-2010 Spring, Bilkent Universityhttp://video.bilkent.edu.tr/course_videos.php?courseid=16
YouTube playlisthttps://www.youtube.com/playlist?list=PLhwVAYxlh5dvB1MkZrcRZy6x_a2yORNAu
INFORMATICS 2C - INTRODUCTION TO COMPUTER SYSTEMS (AUTUMN 2016) - University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf2c-cs.htm
18-447 - Introduction to Computer Architecture, CMUhttp://www.ece.cmu.edu/~ece447/s14/doku.php?id=schedule
Lectures - YouTube - Fall 15https://www.youtube.com/playlist?list=PL5PHm2jkkXmgVhh8CHAu9N76TShJqfYDt
CS 152 Computer Architecture and Engineering, UC Berkeleyhttps://www.youtube.com/playlist?list=PLkFD6_40KJIwEiwQx1dACXwh-2Fuo32qr
CSEP 548 - Computer Architecture Autumn 2012 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep548/12au/video/index.html
CS/ECE 6810 Computer Architecture, Spring 2016, University of Utahhttp://www.cs.utah.edu/~rajeev/cs6810/
YouTubehttps://www.youtube.com/playlist?list=PL8EC1756A7B1764F6
MOOC - Computer Architecture, David Wentzlaff - Princeton University/Courserahttp://academictorrents.com/details/53bae6d22f3b6e692673f9335e0a0198c1618426
Computer Architecture - ETH Zürich - Fall 2019https://safari.ethz.ch/architecture/fall2019/doku.php?id=schedule
Digital Circuits and Computer Architecture - ETH Zurich - Spring 2017https://www.youtube.com/playlist?list=PL5Q2soXY2Zi-IXWTT7xoNYpst5-zdZQ6y
Computer Architecture - IIT Delhihttps://nptel.ac.in/courses/106102062/
Computer Architecture - IIT Kanpurhttps://nptel.ac.in/courses/106104122/
Computer Architecture - IIT Madrashttps://nptel.ac.in/courses/106106134/
High Performance Computer Architecture - IIT Kharagpurhttps://nptel.ac.in/courses/106105033/
15-418 - Parallel Computer Architecture and Programming, CMUhttp://15418.courses.cs.cmu.edu/spring2015/
Lecture Videoshttps://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22a5862643-2416-49ef-b46b-13465d1b6df0%22
CS 267 Applications of Parallel Computers, Spring 16 - UC Berkeleyhttps://people.eecs.berkeley.edu/~demmel/cs267_Spr16/
YouTubehttps://www.youtube.com/playlist?list=PLkFD6_40KJIzSfxr35ZT59-LZcibZmfp2
MOOC - Heterogeneous Parallel Programming - Courserahttp://academictorrents.com/details/8903d0871c652b96c7b29db738cea76902d65888
ECE 498AL - Programming Massively Parallel Processorshttps://nanohub.org/resources/7225
Parallel Computing - IIT Delhihttps://nptel.ac.in/courses/106102114/
Parallel Architectures 2012/13- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2012/pa.htm
ELEC2141 Digital Circuit Design, UNSWhttps://www.youtube.com/playlist?list=PLB52B8F4E464CEEF7
Digital Systems Design - IIT Kharagpurhttps://nptel.ac.in/courses/117105080/
Digital Design Course - 2015 - UNCChttps://www.youtube.com/playlist?list=PLPIqCiMhcdO7bBmieyG5u41x2Ogcn67Bs
CS1 - Higher Computing - Richard Buckland UNSWhttps://www.youtube.com/playlist?list=PL6B940F08B9773B9F
MOOC - From NAND to TetrisBuilding a Modern Computer From First Principleshttps://www.nand2tetris.org/
YouTubehttps://www.youtube.com/playlist?list=PLNMIACtpT9BfztU0P92qlw8Gd4vxvvfT1
System Validation, TU Delfthttps://ocw.tudelft.nl/courses/system-validation/
High Performance Computing - IISC Bangalorehttps://nptel.ac.in/courses/106108055/
Introduction to ARM - Open SecurityTraininghttps://www.youtube.com/playlist?list=PLUFkSN0XLZ-n91t_AX5zO007Giz1INwPd
Intro x86 (32 bit) - Open SecurityTraininghttps://www.youtube.com/playlist?list=PL038BE01D3BAEFDB0
Intermediate x86 (32 bit) - Open SecurityTraininghttps://www.youtube.com/playlist?list=PL8F8D45D6C1FFD177
Design of Digital Circuits - ETH Zürich - Spring 2019https://www.youtube.com/playlist?list=PL5Q2soXY2Zi8J58xLKBNFQFHRO3GrXxA9
Onur Mutlu @ TU Wien 2019 - Memory Systemshttps://www.youtube.com/playlist?list=PL5Q2soXY2Zi_gntM55VoMlKlw7YrXOhbl
Memory Systems Course - Technion, Summer 2018https://www.youtube.com/playlist?list=PL5Q2soXY2Zi-IymxXpH_9vlZCOeA7Yfn9
https://github.com/pythonob/cs-video-courses#security
Internet Security (WT 2018/19) - HPI University of Potsdamhttps://www.tele-task.de/series/1227/
6.858 Computer Systems Security - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-858-computer-systems-security-fall-2014/video-lectures/
CS 161: Computer Security, UC Berkeleyhttps://cs161.org/
6.875 - Cryptography - Spring 2018- MIT https://www.youtube.com/playlist?list=PL6ogFv-ieghe8MOIcpD6UDtdK-UMHG8oH
CSEP590A - Practical Aspects of Modern Cryptography, Winter 2011 - University of Washingtonhttps://courses.cs.washington.edu/courses/csep590a/11wi/
Videoshttps://courses.cs.washington.edu/courses/csep590a/11wi/video/
CS461/ECE422 - Computer Security - University of Illinois at Urbana-Champaignhttps://courses.engr.illinois.edu/cs461/sp2016/
Videoshttps://recordings.engineering.illinois.edu:8443/ess/portal/section/8a560718-345a-417a-b665-6bd375a71ee2
Introduction to Cryptography, Christof Paar - Ruhr University Bochum, Germanyhttps://www.youtube.com/playlist?list=PLwJWuZfL_Ga2KJrTf9hOIgAQWkSpn9RNm
ECS235B Foundations of Computer and Information Security - UC Davishttps://itunes.apple.com/us/itunes-u/computer-science-foundations/id389259109
CIS 4930/ CIS 5930 - Offensive Computer Security, Florida State Universityhttp://www.cs.fsu.edu/~redwood/OffensiveComputerSecurity/lectures.html
Introduction to Information Security I - IIT Madrashttps://nptel.ac.in/courses/106106129/
Information Security - II - IIT Madrashttps://nptel.ac.in/courses/106106141/
Introduction to Cryptology - IIT Roorkeehttps://nptel.ac.in/courses/106107155/
Cryptography and Network Security - IIT Kharagpurhttps://nptel.ac.in/courses/106105031/
18-636 Browser Security, Stanfordhttps://courseware.stanford.edu/pg/courses/334553/18636-spring-2013
Internet Security - Weaknesses and Targets (WT 2015/16)https://www.tele-task.de/archive/series/overview/1084/
WT 2012/13https://www.tele-task.de/archive/series/overview/921/
YouTubehttps://www.youtube.com/playlist?list=PLVWVhkyKd-7taP50fB9PeZ2W_EPTOLD8o
IT Security, Steven Gordon - Thammasat University, Thailandhttps://www.youtube.com/playlist?list=PLvifRcqOOwF9-XSGfm-3uA9DfF7plasCF
Security and Cryptography, Steven Gordon - Thammasat University, Thailandhttps://www.youtube.com/playlist?list=PLvifRcqOOwF-z2sfMb3w0uQzd7PfaLFlU
MOOC - Cryptography - Courserahttps://www.youtube.com/playlist?list=PL3F2F89F4CD1E1DF4
MOOC - Intro to Information Security - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPkG-z00NybuIyDqT4sRh3ak
ICS 444 - Computer & Network Securityhttps://www.youtube.com/playlist?list=PLciCszvvRCTV09wIXJwiPmYF7thHiq4En
Privacy and Security in Online Social Networks - IIT Madrashttps://nptel.ac.in/courses/106106146/
Malware Dynamic Analysis - Open SecurityTraininghttp://opensecuritytraining.info/MalwareDynamicAnalysis.html
YouTubehttps://www.youtube.com/playlist?list=PLUFkSN0XLZ-kqYbGpY4Gt_VATd4ytQg-Z
CSN09112 - Network Security and Cryptography - Bill Buchanan - Edinburgh Napierhttps://asecuritysite.com/csn09112
CSN10107 - Security Testing and Network Forensics - Bill Buchanan - Edinburgh Napierhttps://asecuritysite.com/csn10107
CSN11123 - Advanced Cloud and Network Forensics - Bill Buchanan - Edinburgh Napierhttps://asecuritysite.com/csn11123
CSN11117 - e-Security - Bill Buchanan - Edinburgh Napierhttps://asecuritysite.com/csn11117
CSN08704 - Telecommunications - Bill Buchanan - Edinburgh Napierhttps://asecuritysite.com/csn08704
CSN11128 - Incident Response and Malware Analysus - Bill Buchanan - Edinburgh Napierhttps://asecuritysite.com/CSN11128
Internet Security for Beginners by Dr. Christoph Meinel - HPIhttps://www.youtube.com/playlist?list=PLoOmvuyo5UAdsi-IacgZJQF1MRw0Ee-HH
https://github.com/pythonob/cs-video-courses#computer-graphics
CS184 - Computer Graphics, Fall 2012 - UC Berkeleyhttp://inst.eecs.berkeley.edu/~cs184/fa12/onlinelectures.html
ECS 175 - Computer Graphics, Fall 2009 - UC Davishttps://itunes.apple.com/us/itunes-u/computer-graphics-fall-2009/id457893733?mt=10
6.837 - Computer Graphics - Spring 2017 - MIT https://www.youtube.com/playlist?list=PLkHIj5SCfn3_PCotoqTetMpJc_jkpkgLt
6.838 - Shape Analysis - Spring 2017- MIT https://www.youtube.com/playlist?list=PLkHIj5SCfn3-FeWqD3xeOZWP2kQYY654o
Introduction to Computer Graphics - IIT Delhihttps://nptel.ac.in/courses/106102065/
Computer Graphics - IIT Madrashttps://nptel.ac.in/courses/106106090/
Computer Graphics 2012, Wolfgang Huerst, Utrecht Universityhttps://www.youtube.com/playlist?list=PLDFA8FCF0017504DE
CS 5630/6630 - Visualization, Fall 2016, University of Utahhttp://dataviscourse.net/2016/index.html
Lectures - Youtubehttps://www.youtube.com/playlist?list=PLbuogVdPnkCpQY3miQpTJtnHgCLze2lr0
Advanced Visualization UC Davishttps://www.youtube.com/playlist?list=PLslgisHe5tBNnySlj9TlL-n-4jNEK-xgi
CSCI E-234 - Introduction to Computer Graphics and GPU Programming, Harvard Extension Schoolhttps://itunes.apple.com/us/itunes-u/csci-e-234-introduction-to/id429428034?mt=10
Computer Graphics Fall 2011, Barbara Heckerhttps://www.youtube.com/playlist?list=PL9C949E9F19381E61
Introduction to Graphics Architecturehttps://www.youtube.com/playlist?list=PL4A8BA1C3B38CFCA0
Ray Tracing for Global Illumination, UCDavishttps://www.youtube.com/playlist?list=PLslgisHe5tBPckSYyKoU3jEA4bqiFmNBJ
Rendering / Ray Tracing Course, SS 2015 - TU Wienhttps://www.youtube.com/playlist?list=PLujxSBD-JXgnGmsn7gEyN28P1DnRZG7qi
ECS 178 Introduction to Geometric Modeling, Fall 2012, UC Davishttp://graphics.cs.ucdavis.edu/~joy/ecs178/Units.html
iTuneshttps://itunes.apple.com/us/itunes-u/computer-science-introduction/id389259246
Computational Geometry - IIT Delhihttps://nptel.ac.in/courses/106102011/
CS 468 - Differential Geometry for Computer Science - Stanford Universityhttp://graphics.stanford.edu/courses/cs468-13-spring/schedule.html
Lecture videoshttps://www.youtube.com/playlist?list=PL_deCdukpyu1rdH85XsEEREbpoqEauiJl
CMU 15-462/662: Computer Graphicshttp://15462.courses.cs.cmu.edu/fall2020/
https://github.com/pythonob/cs-video-courses#image-processing-and-computer-vision
MOOC - Digital Image procesing - Duke/Courserahttps://www.youtube.com/playlist?list=PLZ9qNFMHZ-A79y1StvUUqgyL-O0fZh2rs
Computer Vision 2011 - EPFL, Switzerlandhttp://www.klewel.com/conferences/epfl-computer-vision/
Digital Image Processing - IIT Kharagpurhttps://nptel.ac.in/courses/117105079/
Image Processing and Analysis - UC Davishttps://www.youtube.com/playlist?list=PLA64AFAE28B8DD0FD
CS 543 - Computer Vision – Spring 2017https://courses.engr.illinois.edu/cs543/sp2017/
Recordingshttps://echo360.org/section/283b0471-3d9f-4efb-9c51-bc00e778735e/home
CAP 5415 - Computer Vision - University of Central Floridahttps://www.crcv.ucf.edu/courses/cap5415-fall-2012/
Video Lectureshttps://www.youtube.com/playlist?list=PLd3hlSJsX_ImKP68wfKZJVIPTd8Ie5u-9
EE225B - Digital Image Processing, Spring 2014 - UC Berkeleyhttps://inst.eecs.berkeley.edu/~ee225b/sp14/
Videos - Spring 2006http://www-video.eecs.berkeley.edu/~avz/video_225b.html
EE637 - Digital Image Processing I - Purdue Universityhttps://engineering.purdue.edu/~bouman/ece637/
Videos - Sp 2011 https://www.youtube.com/user/ModelBasedImaging
Videos - Sp 2007https://engineering.purdue.edu/~bouman/ece637/lectures/lectures07/
Computer Vision I: Variational Methods - TU Münchenhttps://vision.in.tum.de/teaching/ws2015/vmcv2015
YouTubehttps://www.youtube.com/playlist?list=PLTBdjV_4f-EJ7A2iIH5L5ztqqrWYjP2RI
Computer Vision II: Multiple View Geometry (IN2228), SS 2016 - TU Münchenhttps://vision.in.tum.de/teaching/ss2016/mvg2016
YouTubehttps://www.youtube.com/playlist?list=PLTBdjV_4f-EJn6udZ34tht9EVIW7lbeo4
EGGN 510 - Image and Multidimensional Signal Processing - Colorado School of Mineshttp://inside.mines.edu/~whoff/courses/EENG510/lectures/
EENG 512/CSCI 512 - Computer Vision - Colorado School of Mineshttps://www.youtube.com/playlist?list=PL4B3F8D4A5CAD8DA3
Computer Vision for Visual Effects - RPIhttps://www.ecse.rpi.edu/~rjradke/cvfxcourse.html
YouTubehttps://www.youtube.com/playlist?list=PLuh62Q4Sv7BUJlKlt84HFqSWfW36MDd5a
Introduction to Image Processing - RPIhttps://www.ecse.rpi.edu/~rjradke/improccourse.html
YouTubehttps://www.youtube.com/playlist?list=PLuh62Q4Sv7BUf60vkjePfcOQc8sHxmnDX
CAP 6412 - Advanced Computer Vision - University of Central Floridahttps://www.crcv.ucf.edu/cap6412-spring-2013/
Video lectureshttps://www.crcv.ucf.edu/cap6412-spring-2013/
Spring 2018https://www.youtube.com/playlist?list=PLd3hlSJsX_ImoNaeX5vFrxogGXTSmS993
Digital Signal Processing - RPIhttps://www.ecse.rpi.edu/~rjradke/dspcourse.html
Advanced Vision 2014 - University of Edinburghhttp://homepages.inf.ed.ac.uk/rbf/AVINVERTED/main_av.htm
Photogrammetry Course - 2015/16 - University of Bonn, Germanyhttps://www.youtube.com/playlist?list=PLgnQpQtFTOGRsi5vzy9PiQpNWHjq-bKN1
MOOC - Introduction to Computer Vision - Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPnbDacyrK_kB_RUkuxQBlCm
ECSE-4540 - Intro to Digital Image Processing - Spring 2015 - RPIhttps://www.youtube.com/playlist?list=PLuh62Q4Sv7BUf60vkjePfcOQc8sHxmnDX
Machine Learning for Computer Vision - Winter 2017-2018 - UniHeidelberg https://www.youtube.com/playlist?list=PLuRaSnb3n4kSQFyt8VBldsQ9pO9Xtu8rY
High-Level Vision - CBCSL OSUhttps://www.youtube.com/playlist?list=PLcXJymqaE9POZaT6UFAUUvrQiVQLfzCLN
Advanced Computer Vision - CBCSL OSUhttps://www.youtube.com/playlist?list=PLcXJymqaE9POnU3bVmCVMmtSXzCpcj28T
Introduction to Image Processing & Computer Vision - CBCSL OSUhttps://www.youtube.com/playlist?list=PLcXJymqaE9PMexHWGgXJVINpr6ajy5vuz
Machine Learning for Computer Vision - TU Munichhttps://www.youtube.com/playlist?list=PLTBdjV_4f-EIiongKlS9OKrBEp8QR47Wl
Biometrics - IIT Kanpurhttps://nptel.ac.in/courses/106104119/
Quantitative Big Imaging 2019 ETH Zurichhttps://www.youtube.com/playlist?list=PLTWuXgjdOrnmXVVQG5DRkVeOIGOcTmCIw
Multiple View Geometry in Computer Visionhttps://www.youtube.com/playlist?list=PLyH-5mHPFffFvCCZcbdWXAb_cTy4ZG3Dj
3D Coordinate Systems – Remote Course (GE, 2020) - University of Bonnhttps://www.ipb.uni-bonn.de/3dcs-ge-2020/
2013 lectureshttps://www.ipb.uni-bonn.de/teaching/3d-coordinate-systems-podcasts/
Modern C++ Course For CV (2020) - University of Bonnhttps://www.ipb.uni-bonn.de/teaching/cpp-2020/lectures
Photogrammetry 1 Course – 2020 - University of Bonnhttps://www.ipb.uni-bonn.de/photo1-2020/
Photogrammetry II Course 2020/21 - University of Bonnhttps://www.ipb.uni-bonn.de/photo2-2020/
https://github.com/pythonob/cs-video-courses#computational-biology
ECS 124 - Foundations of Algorithms for Bioinformatics - Dan Gusfield, UC Davishttp://web.cs.ucdavis.edu/~gusfield/cs124videos/videolist.html
YouTubehttps://www.youtube.com/playlist?list=PL_w_qWAQZtAbh8bHfzXYpdnVKCGCDmmoL
CSE549 - Computational Biology - Steven Skiena - 2010 SBUhttps://www.youtube.com/playlist?list=PLA48145CC64FE7990
7.32 Systems Biology, Fall 2014 - MIT OCWhttps://ocw.mit.edu/courses/physics/8-591j-systems-biology-fall-2014/
6.802J/ 6.874J Foundations of Computational and Systems Biology - MIT OCWhttps://ocw.mit.edu/courses/biology/7-91j-foundations-of-computational-and-systems-biology-spring-2014/video-lectures/
6.047/6.878 Public Lectures on Computational Biology: Genomes, Networks, Evolution - MIThttp://compbio.mit.edu/lectures.html
Bio 84 - Your Genes and Your Health, Stanford Universityhttps://cmgm.stanford.edu/bio84/
BioMedical Informatics 231 Computational Molecular Biology, Stanford Universityhttps://cmgm.stanford.edu/biochem218/
BioMedical Informatics 258 Genomics, Bioinformatics & Medicine, Stanford Universityhttp://biochem158.stanford.edu/
03-251: Introduction to Computational Molecular Biology - Carnegie Mellon Universityhttps://www.youtube.com/playlist?list=PLUKmtlUTHfBPoI70nVz3C-82N4nznc3Iz
03-712: Biological Modeling and Simulation - Carnegie Mellon Universityhttps://www.youtube.com/playlist?list=PLUKmtlUTHfBOgpZFmTvsTwkUh2K1RAse-
MOOC - Bioinformatics Algorithms: An Active Learning Approach - UC San Diego/Courserahttp://bioinformaticsalgorithms.com/videos.htm
Neural Networks and Biological Modeling - Lecturer: Prof. Wulfram Gerstner - EPFLhttp://www.klewel.com/conferences/epfl-neural-networks/
Video Lectures of Wulfram Gerstner: Computational Neuroscience - EPFLhttp://lcn.epfl.ch/~gerstner/VideoLecturesGerstner.html
An Introduction To Systems Biologyhttp://www.weizmann.ac.il/mcb/UriAlon/introduction-systems-biology-design-principles-biological-circuits
Introduction to Bioinformatics, METUOpenCourseWarehttps://www.youtube.com/playlist?list=PLuiPz6iU5SQ-PAjlyz4b3EIIQ6dpZ2DE_
MOOC - Algorithms for DNA Sequencing, Courserahttps://www.youtube.com/playlist?list=PL2mpR0RYFQsBiCWVJSvVAO3OJ2t7DzoHA
Frontiers of Biomedical Engineering with W. Mark Saltzman - Yalehttps://www.youtube.com/playlist?list=PL27E877E8206F196B
NOC:Computational Systems Biology - IIT Madrashttps://nptel.ac.in/courses/102/106/102106068/
NOC:BioInformatics:Algorithms and Applications - IIT Madrashttps://nptel.ac.in/courses/102/106/102106065/
https://github.com/pythonob/cs-video-courses#quantum-computing
15-859BB: Quantum Computation and Quantum Information 2018 - CMUhttps://www.cs.cmu.edu/~odonnell/quantum18/
Youtubehttps://www.youtube.com/playlist?list=PLm3J0oaFux3YL5qLskC6xQ24JpMwOAeJz
Quantum Mechanics for Scientists and Engineershttps://www.youtube.com/playlist?list=PL_onPhFCkVQi2O405SkNf3hv-7HXnZnMm
Quantum Mechanics and Quantum Computation - Umesh Vaziranihttps://www.youtube.com/playlist?list=PL74Rel4IAsETUwZS_Se_P-fSEyEVQwni7
Quantum Information and Computing by Prof. D.K. Ghoshhttps://www.youtube.com/playlist?list=PLq-Gm0yRYwThGmlypvSFQ-kT2rPaXKAZ5
Quantum Computing by Prof. Debabrata Goswamihttps://www.youtube.com/playlist?list=PLq-Gm0yRYwTj7Fs6jyzYa83HErSrpXgPQ
The Building Blocks of a Quantum Computer: Part 1 - TU Delfthttps://ocw.tudelft.nl/courses/building-blocks-quantum-computer-part-1/
The Building Blocks of a Quantum Computer: Part 2 - TU Delfthttps://ocw.tudelft.nl/courses/building-blocks-quantum-computer-part-2/
Quantum Cryptography - TU Delfthttps://ocw.tudelft.nl/courses/quantum-cryptography/
https://github.com/pythonob/cs-video-courses#robotics
CS 223A - Introduction to Robotics, Stanford Universityhttps://see.stanford.edu/Course/CS223A
6.832 Underactuated Robotics - MIT OCWhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-832-underactuated-robotics-spring-2009/
CS287 Advanced Robotics at UC Berkeley Fall 2019 -- Instructor: Pieter Abbeelhttps://www.youtube.com/playlist?list=PLwRJQ4m4UJjNBPJdt8WamRAt4XKc639wF
CS 287 - Advanced Robotics, Fall 2011, UC Berkeleyhttps://people.eecs.berkeley.edu/~pabbeel/cs287-fa11/
Videoshttp://rll.berkeley.edu/cs287/lecture_videos/
CS235 - Applied Robot Design for Non-Robot-Designers - Stanford Universityhttps://www.youtube.com/user/StanfordCS235/videos
Lecture: Visual Navigation for Flying Robotshttps://vision.in.tum.de/teaching/ss2012/visnav2012
YouTubehttps://www.youtube.com/playlist?list=PLTBdjV_4f-EKeki5ps2WHqJqyQvxls4ha
CS 205A: Mathematical Methods for Robotics, Vision, and Graphics (Fall 2013)https://www.youtube.com/playlist?list=PLQ3UicqQtfNvQ_VzflHYKhAqZiTxOkSwi
Robotics 1, Prof. De Luca, Università di Romahttp://www.dis.uniroma1.it/~deluca/rob1_en/material_rob1_en_2014-15.html
YouTubehttps://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt
Robotics 2, Prof. De Luca, Università di Romahttp://www.diag.uniroma1.it/~deluca/rob2_en/material_rob2_en.html
YouTubehttps://www.youtube.com/playlist?list=PLAQopGWlIcya6LnIF83QlJTqvpYmJXnDm
Robot Mechanics and Control, SNUhttps://www.youtube.com/playlist?list=PLkjy3Accn-E7mlbuSF4aajcMMckG4wLvW
Introduction to Robotics Course - UNCChttps://www.youtube.com/playlist?list=PL4847E1D1C121292F
SLAM Lectureshttps://www.youtube.com/playlist?list=PLpUPoM7Rgzi_7YWn14Va2FODh7LzADBSm
Introduction to Vision and Robotics 2015/16- University of Edinburghhttp://groups.inf.ed.ac.uk/vision/VIDEO/2015/ivr.htm
ME 597 – Autonomous Mobile Robotics – Fall 2014http://wavelab.uwaterloo.ca/index6ea9.html?page_id=267
ME 780 – Perception For Autonomous Driving – Spring 2017http://wavelab.uwaterloo.ca/indexaef8.html?page_id=481
ME780 – Nonlinear State Estimation for Robotics and Computer Vision – Spring 2017http://wavelab.uwaterloo.ca/indexe9a5.html?page_id=533
METR 4202/7202 -- Robotics & Automation - University of Queenslandhttp://robotics.itee.uq.edu.au/~metr4202/lectures.html
Robotics - IIT Bombayhttps://nptel.ac.in/courses/112101099/
Introduction to Machine Visionhttps://www.youtube.com/playlist?list=PL1pxneANaikCO1-Z0XTaljLR3SE8tgRXY
6.834J Cognitive Robotics - MIT OCW https://ocw.mit.edu/courses/aeronautics-and-astronautics/16-412j-cognitive-robotics-spring-2016/
Hello (Real) World with ROS – Robot Operating System - TU Delfthttps://ocw.tudelft.nl/courses/hello-real-world-ros-robot-operating-system/
Programming for Robotics (ROS) - ETH Zurichhttps://www.youtube.com/playlist?list=PLE-BQwvVGf8HOvwXPgtDfWoxd4Cc6ghiP
Mechatronic System Design - TU Delfthttps://ocw.tudelft.nl/courses/mechatronic-system-design/
CS 206 Evolutionary Robotics Course Spring 2020https://www.youtube.com/playlist?list=PLAuiGdPEdw0inlKisMbjDypCbvcb_GBN9
Foundations of Robotics - UTEC 2018-Ihttps://www.youtube.com/playlist?list=PLoWGuY2dW-Acmc8V5NYSAXBxADMm1rE4p
Robotics - Youtubehttps://www.youtube.com/playlist?list=PL_onPhFCkVQhuPiUxUW2lFHB39QsavEEA
Robotics and Control: Theory and Practice IIT Roorkeehttps://www.youtube.com/playlist?list=PLLy_2iUCG87AjAXKbNMiKJZ2T9vvGpMB0
Mechatronicshttps://www.youtube.com/playlist?list=PLtuwVtW88fOeTFS_szBWif0Mcc0lfNWaz
ME142 - Mechatronics Spring 2020 - UC Mercedhttps://www.youtube.com/playlist?list=PL-euleXgwWUNQ80DGq6qopHBmHcQyEyNQ
Mobile Sensing and Robotics - Bonn Universityhttps://www.youtube.com/playlist?list=PLgnQpQtFTOGQJXx-x0t23RmRbjp_yMb4v
MSR2 - Sensors and State Estimation Course (2020) - Bonn Universityhttps://www.youtube.com/playlist?list=PLgnQpQtFTOGQh_J16IMwDlji18SWQ2PZ6
SLAM Course (2013) - Bonn Universityhttps://www.youtube.com/playlist?list=PLgnQpQtFTOGQrZ4O5QzbIHgl3b1JHimN_
ENGR486 Robot Modeling and Control (2014W)https://www.youtube.com/playlist?list=PLJzZfbLAMTelwaLxFXteeblbY2ytU2AxX
Robotics by Prof. D K Pratihar - IIT Kharagpurhttps://www.youtube.com/playlist?list=PLbRMhDVUMngcdUbBySzyzcPiFTYWr4rV_
Introduction to Mobile Robotics - SS 2019 - Universität Freiburghttp://ais.informatik.uni-freiburg.de/teaching/ss19/robotics/
Robot Mapping - WS 2018/19 - Universität Freiburghttp://ais.informatik.uni-freiburg.de/teaching/ws18/mapping/
Mechanism and Robot Kinematics - IIT Kharagpurhttps://nptel.ac.in/courses/112/105/112105236/
Self-Driving Cars - Cyrill Stachniss - Winter 2020/21 - University of Bonn) https://www.youtube.com/playlist?list=PLgnQpQtFTOGQo2Z_ogbonywTg8jxCI9pD
Mobile Sensing and Robotics 1 – Part Stachniss (Jointly taught with PhoRS) - University of Bonnhttps://www.ipb.uni-bonn.de/msr1-2020/
Mobile Sensing and Robotics 2 – Stachniss & Klingbeil/Holst - University of Bonnhttps://www.ipb.uni-bonn.de/msr2-2020/
https://github.com/pythonob/cs-video-courses#computational-finance
COMP510 - Computational Finance - Steven Skiena - 2007 HKUSThttps://www.youtube.com/playlist?list=PL9E205B8FAAD530E1
MOOC - Mathematical Methods for Quantitative Finance, University of Washington/Coursera)http://academictorrents.com/details/dfc1ddde962101f00ef9764b91181bd6bb5c9e93
18.S096 Topics in Mathematics with Applications in Finance, MIT OCWhttps://ocw.mit.edu/courses/mathematics/18-s096-topics-in-mathematics-with-applications-in-finance-fall-2013/video-lectures/
Computational Finance - Universität Leipzighttps://www.youtube.com/playlist?list=PL4i4aZbplv9J5jan6mDbDHtjfm7ghMWfj
Machine Learning for Trading | Udacityhttps://www.youtube.com/playlist?list=PLAwxTw4SYaPnIRwl6rad_mYwEk4Gmj7Mx
ACT 460 / STA 2502 – Stochastic Methods for Actuarial Science - University of Torontohttp://www.utstat.utoronto.ca/sjaimung/courses/sta2502/main.htm
MMF1928H / STA 2503F – Pricing Theory I / Applied Probability for Mathematical Finance - University of Torontohttp://www.utstat.toronto.edu/sjaimung/courses/mmf1928/content2013.htm
STA 4505H – High Frequency & Algorithmic trading - University of Torontohttp://www.utstat.utoronto.ca/sjaimung/courses/sta4505/main-2014.htm
Mathematical Finance - IIT Guwahatihttps://nptel.ac.in/courses/111/103/111103126/
Quantitative Finance - IIT Kanpurhttps://nptel.ac.in/courses/110/104/110104066/
Financial Derivatives & Risk Management - IIT Roorkeehttps://nptel.ac.in/courses/110/107/110107128/
Financial Mathematics - IIT Roorkeehttps://nptel.ac.in/courses/112/107/112107260/
https://github.com/pythonob/cs-video-courses#misc
CS147 - Introduction to Human-Computer Interaction Design - Stanfordhttps://hci.stanford.edu/courses/cs147/2015/au/calendar.php
CSEP 510 - Human Computer Interactionhttps://courses.cs.washington.edu/courses/csep510/04wi/
Programming for Designers - COMP1400-T2 (2010) - UNSWhttps://www.youtube.com/playlist?list=PL9444191613E018CC
08-763 Intro to HCI for Technology Executives - Fall 2015 - CMUhttps://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%228bb9f417-9f60-4e00-84f6-4ef8e7425ae1%22&maxResults=150
05-600 HCI Pro Seminar - Fall 2015 - CMUhttps://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22d885fd87-1ba1-47a3-9bd2-c4bde55f9749%22&maxResults=150
MIT CMS.611J Creating Video Games, Fall 2014https://ocw.mit.edu/courses/comparative-media-studies-writing/cms-611j-creating-video-games-fall-2014/lecture-videos/
MOOC - Beginning Game Programming with C# - Courserahttp://academictorrents.com/details/0a7ba7e62821e488a0061751fdb81f4298733bea
Introduction to Spatial Data Science, Autumn 2016, University of Chicagohttps://www.youtube.com/playlist?list=PLzREt6r1Nenkr2vtYgbP4hs44HO_s_qEO
Spatial Regression Analysis, Spring 2017, University of Chicagohttps://www.youtube.com/playlist?list=PLzREt6r1Nenkk7x197-CKPFZ0BuAOCRGT
Spatial Data Science, Autumn 2017, University of Chicagohttps://www.youtube.com/playlist?list=PLzREt6r1Nenlu-MBaxCRL2KZNk62n7o1g
Introduction to Geographic Information Systems - IIT Roorkeehttps://nptel.ac.in/courses/105107155/
SCICOMP - An Introduction to Efficient Scientific Computation, Universität Bremenhttp://mlecture.uni-bremen.de/ml/index.php?option=com_content&view=article&id=233
CS E-259 XML with Java, Java Servlet, and JSP - Harvardhttp://cs259.tv/2007/fall/
CSE 40373 - Spr 2009: Multimedia Systemshttps://www.youtube.com/view_play_list?p=0105F1427EFAEE0A
Exposing Digital Photography - Harvard Extension Schoolhttp://tv.digitalphotography.exposed/2010/fall/
MOOC - Matlab - Courserahttps://www.youtube.com/playlist?list=PLcKDPPOF93EvvBrgR852MU13zvS2ihTpR
Computing for Computer Scientists - University of Michiganhttps://c4cs.github.io
Linux Implementation/Administration Practicum - Redhat by Tulio Llosahttps://itunes.apple.com/us/itunes-u/linux-implementation-administration/id430673915
SIMS 141 - Search Engines - Fall 2005 UCBerkeleyhttps://www.youtube.com/view_play_list?p=1777A89066B1D71D
Innovative Computing - Harvard Universityhttps://www.youtube.com/course?list=ECE3E96113F544495A
Linux Programming & Scripting - IIT Madrashttps://nptel.ac.in/courses/117106113/
Model Checking - IIT Madrashttps://nptel.ac.in/courses/106106136/
Virtual Reality - IIT Madrashttps://nptel.ac.in/courses/106106138/
CS 195 - Social Implications of Computing, Spring 2015 - UC Berkeleyhttp://inst.eecs.berkeley.edu/~cs195/sp15/
YouTubehttps://www.youtube.com/playlist?list=PL-XXv-cvA_iAmCxqGV1Px2pKchYfozH-e
Spatial Databases and Geographic Information Systems - Technische Universität Braunschweig, Germany (in German)http://www.ifis.cs.tu-bs.de/teaching/ws-1617/gis
Dependable Systems (SS 2014) - HPI University of Potsdamhttps://www.tele-task.de/series/1005/
Business Process Compliance (WT 2013/14) - HPI University of Potsdamhttps://www.tele-task.de/series/979/
Design Thinking for Digital Engineering (SS 2018) - Dr. Julia von Thienen - HPIhttps://www.tele-task.de/series/1206/
CS224w – Social Network Analysis – Autumn 2017 - Stanford Universityhttp://snap.stanford.edu/class/cs224w-videos-2017/
Blockchain Fundamentals Decal 2018 - Berkeley DeCalhttps://www.youtube.com/playlist?list=PLSONl1AVlZNU0QTGpbgEQXKHcmgYz-ddT
Blockchain for Developers Decal - Spring 2018 - Berkeley DeCalhttps://www.youtube.com/playlist?list=PLSONl1AVlZNUzp71_H1kb87PvIh8kIZU9
Cryptocurrency Engineering and Design - Spring 2018 - MIThttps://ocw.mit.edu/courses/media-arts-and-sciences/mas-s62-cryptocurrency-engineering-and-design-spring-2018/lecture-videos/
15.S12 Blockchain and Money, Fall 2018- MIT https://www.youtube.com/playlist?list=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn
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