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Init + Systems video courses
2016-10-21 18:13:16 +00:00
# Computer Science video courses
Introduction
------------
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
List of Computer Science courses with video lectures.
- Please note:
- Focus would be to keep the list to the point so that it is readable and usable. To access syllabus/notes/assignments, please visit link to the course or use Google search with course number/name.
- Only MOOCs with comprehensive lecture material which may be equivalent to a standard University course will be added.
- Disclaimer: The links have been taken from public domain websites like Open courseware sites, class-central, , YouTube channels for Universities, Google, itunes U and similar sites like [awesome-courses](https://github.com/prakhar1989/awesome-courses) etc. If you are University Professor for any course listed below and would like Your course to be removed from the list, please raise an issue with course details and some proof of ownership.
Init + Systems video courses
2016-10-21 18:13:16 +00:00
Table of Contents
-----------------
Introduction to CS Video courses
2016-10-21 18:51:56 +00:00
More categories and courses
2016-10-23 09:06:08 +00:00
- [Introduction to Computer Science](#introduction-to-computer-science)
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
- [Data Structures and Algorithms](#data-structures-and-algorithms)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [Systems Programming](#systems-programming)
- [Distributed Systems](#distributed-systems)
More categories and courses
2016-10-23 09:06:08 +00:00
- [Database Systems](#database-systems)
- [Object Oriented Design and Software Engineering](#object-oriented-design-and-software-engineering)
Init + Systems video courses
2016-10-21 18:13:16 +00:00
- [Artificial Intelligence](#artificial-intelligence)
- [Machine Learning](#machine-learning)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Web Programming and Internet Technologies](#web-programming-and-internet-technologies)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [Concurrency](#concurrency)
- [Computer Networks](#computer-networks)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Mobile Applications Development](#mobile-applications-development)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [Math for Computer Scientist](math-for-computer-scientist)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
- [Theoretical CS and Programming Languages](theoretical-cs-and-programming-languages)
Computer Organization and Architecture courses
2016-10-22 06:25:18 +00:00
- [Computer Organization and Architecture](computer-organization-and-architecture)
Init + Systems video courses
2016-10-21 18:13:16 +00:00
- [Security](#security)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
- [Computer Graphics](#computer-graphics)
Init + Systems video courses
2016-10-21 18:13:16 +00:00
- [Misc](#misc)
Introduction to CS Video courses
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Courses
-------
Init + Systems video courses
2016-10-21 18:13:16 +00:00
More categories and courses
2016-10-23 09:06:08 +00:00
### Introduction to Computer Science
Init + Systems video courses
2016-10-21 18:13:16 +00:00
Introduction to CS Video courses
2016-10-21 18:51:56 +00:00
- [6.00SC - Introduction to Computer Science and Programming (Spring 2011) - MIT OCW](https://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 OCW](https://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 OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-01sc-introduction-to-electrical-engineering-and-computer-science-i-spring-2011/)
- [6.001 - Structure and Interpretation of Computer Programs, MIT](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-001-structure-and-interpretation-of-computer-programs-spring-2005/video-lectures) ([Textbook](http://mitpress.mit.edu/sicp/full-text/book/book.html))
More categories and courses
2016-10-23 09:06:08 +00:00
- [CS 10 The Beauty & Joy of Computing, Spring 2015 - UCBerkeley](https://www.youtube.com/playlist?list=PL-XXv-cvA_iC17q7Pydw_RernkItDJePz)
More Comp n/w, OS and Berkeley CS 189
2016-10-23 11:45:45 +00:00
- [CS 50 - Introduction to Computer Science, Harvard University](https://cs50.harvard.edu/lectures) ([cs50.tv](http://cs50.tv/2015/fall/))
Introduction to CS Video courses
2016-10-21 18:51:56 +00:00
- [CS 61A - Structure and Interpretation of Computer Programs [Python], UC Berkeley](http://cs61a.org/)
- [CS 101 - Computer Science 101, Stanford University](http://online.stanford.edu/course/computer-science-101-self-paced) (Register free to access Videos)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CS E-1 Understanding Computers and the Internet - Harvard University](http://computerscience1.tv/2011/spring/)
- [CSE 142 Computer Programming I (C Programming), Autumn 200 - University of Washington](https://courses.cs.washington.edu/courses/cse142-TVI/00au/lectures/)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CS1301 Intro to computing - Gatech](http://www.cc.gatech.edu/classes/AY2016/cs1301c_fall/)
Introduction to CS Video courses
2016-10-21 18:51:56 +00:00
- [CS 106A - Programming Methodology, Stanford University](http://see.stanford.edu/see/lecturelist.aspx?coll=824a47e1-135f-4508-a5aa-866adcae1111)
- [CS 106B - Programming Abstractions, Stanford University](http://see.stanford.edu/see/lecturelist.aspx?coll=11f4f422-5670-4b4c-889c-008262e09e4e)
- [CS 107 - Programming Paradigms, Stanford University](http://see.stanford.edu/see/lecturelist.aspx?coll=2d712634-2bf1-4b55-9a3a-ca9d470755ee)
Init + Systems video courses
2016-10-21 18:13:16 +00:00
Introduction to CS Video courses
2016-10-21 18:51:56 +00:00
------
Init + Systems video courses
2016-10-21 18:13:16 +00:00
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
### Data Structures and Algorithms
- [CS 61B - Data Structures, UC Berkeley](https://people.eecs.berkeley.edu/~jrs/61b/)
- [Fall 2006 - Prof. Jonathan Shewchuk](https://www.youtube.com/playlist?list=PL4BBB74C7D2A1049C)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [Spring 16 - Josh Hug](http://datastructur.es/sp16/)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [MOOC - Design and Analysis of Algorithms Part 1 - Prof Roughgarden - Coursera](https://www.youtube.com/playlist?list=PLLH73N9cB21W1TZ6zz1dLkyIm50HylGyg) ([Part 2](https://www.youtube.com/playlist?list=PLLH73N9cB21VPj3H2xwTTye5TC8-UniA2))
- [MOOC - Algorithms Part 1 - Prof Sedgewick](https://www.youtube.com/playlist?list=PLUX6FBiUa2g4YWs6HkkCpXL6ru02i7y3Q) ([Part 2](https://www.youtube.com/playlist?list=PLqD_OdMOd_6YixsHkd9f4sNdof4IhIima))
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [COP 3530 Data Structures and Algorithms, Prof Sahni, UFL](http://www.cise.ufl.edu/~sahni/cop3530/presentations.htm) ([Videos](http://www.cise.ufl.edu/academics/courses/preview/cop3530sahni/))
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
- [6.006 - Introduction to Algorithms, MIT OCW](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/lecture-videos/)
Added more courses
2016-10-22 06:45:22 +00:00
- [CS 161 - Design and Analysis of Algorithms, Prof. Tim Roughgarden, Stanford University](http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=IntroToAlgorithms)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CSE 373 - Analysis of Algorithms, Stony Brook - Prof Skiena](http://www.cs.sunysb.edu/~algorith/video-lectures/)
- [CS16 Introduction to Algorithms and Data Structures - Brown University](http://cs.brown.edu/courses/csci0160/lectures.html)
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
- [6.046J - Introduction to Algorithms - Fall 2005, MIT OCW](https://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 OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/lecture-videos/)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CS 473: Algorithms - University of Illinois at Urbana-Champaign](https://courses.engr.illinois.edu/cs473/sp2016/lectures.html)
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
- [Programming Challenges - Prof Skiena](http://www.algorist.com/programming_challenges/)
- [16s-4102 - Algorithms, University of Virginia](http://www.cs.virginia.edu/~shelat/16s-4102/) ([Youtube](https://www.youtube.com/channel/UCxXYk53cSZof2bR_Ax0uJYQ/videos))
More categories and courses
2016-10-23 09:06:08 +00:00
- [CS 170 Algorithms - Spring 2015 - UCBerkeley](https://www.youtube.com/playlist?list=PL-XXv-cvA_iDbtIylJDpPPJfaFweeaR-3)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [COP 5536 Advanced Data Structures, Prof Sahni - UFL](http://www.cise.ufl.edu/~sahni/cop5536/index.html) ([Videos](http://www.cise.ufl.edu/academics/courses/preview/cop5536sahni/))
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
- [CS 261 - A Second Course in Algorithms, Stanford University](http://theory.stanford.edu/~tim/w16/w16.html) ([Lectures](http://theory.stanford.edu/~tim/w16/w16.html)) ([Youtube](https://www.youtube.com/playlist?list=PLEGCF-WLh2RJh2yDxlJJjnKswWdoO8gAc))
- [CS 224 - Advanced Algorithms, Harvard University](http://people.seas.harvard.edu/~minilek/cs224/fall14/index.html) ([Lecture Videos](http://people.seas.harvard.edu/~minilek/cs224/fall14/lec.html)) ([Youtube](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf))
- [ECS 122A - Algorithm Design and Analysis, UC Davis](http://web.cs.ucdavis.edu/~gusfield/cs122f10/videolist.html)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP 521: Applied Algorithms, Winter 2013 - University of Washington](http://courses.cs.washington.edu/courses/csep521/13wi/) ([Videos](http://courses.cs.washington.edu/courses/csep521/13wi/video/))
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
- [CS 6150 - Advanced Algorithms (Fall 2016), University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCp8X9FHOglnLqFjyvqGLftx)
- [ECS 222A - Graduate Level Algorithm Design and Analysis, UC Davis](http://web.cs.ucdavis.edu/~gusfield/cs222f07/videolist.html)
- [6.851 - Advanced Data Structures, MIT](http://courses.csail.mit.edu/6.851/spring14/lectures/) ([MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/lecture-videos/))
- [6.854 - Advanced Algorithms, MIT](https://www.youtube.com/playlist?list=PL6ogFv-ieghdoGKGg2Bik3Gl1glBTEu8c) ([Prof. Karger lectures](https://www.youtube.com/channel/UCtv9PiQVUDzsT4yl7524DCg/videos))
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [CS264 Beyond Worst-Case Analysis, Fall 2014 - Tim Roughgarden Lecture](http://theory.stanford.edu/~tim/f14/f14.html) ([Youtube](https://www.youtube.com/playlist?list=PLEGCF-WLh2RL8jsZpaf2tLHa5LotFEt5b))
- [CS364A Algorithmic Game Theory, Fall 2013 - Tim Roughgarden Lectures](https://www.youtube.com/playlist?list=PLEGCF-WLh2RJBqmxvZ0_ie-mleCFhi2N4)
- [CS364B Advanced Mechanism Design, Winter 2014 - Tim Roughgarden Lectures](https://www.youtube.com/playlist?list=PLEGCF-WLh2RI77PL4gwLld_OU9Zh3TCX9)
Data Structures and Algorithms courses
2016-10-21 19:22:39 +00:00
---------------------------------
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
### Systems Programming
Init + Systems video courses
2016-10-21 18:13:16 +00:00
- [6.033 Computer System Engineering - MIT](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-033-computer-system-engineering-spring-2009/video-lectures/)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CS361 - COMPUTER SYSTEMS - UIC](https://www.cs.uic.edu/CS361fall13)
- [CS24 Introduction to Computing Systems - California Institute of Technology](http://courses.cms.caltech.edu/cs24/) ([Spring 15 version](http://users.cms.caltech.edu/~donnie/cs24/))
15-213 Computer systems CMU
2016-10-26 10:53:07 +00:00
- [15-213 Introduction to Computer Systems, Fall 2015 - CMU](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22b96d90ae-9871-4fae-91e2-b1627b43e25e%22&maxResults=150)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CS124 Operating Systems - California Institute of Technology](http://users.cms.caltech.edu/~donnie/cs124/)
Init + Systems video courses
2016-10-21 18:13:16 +00:00
- [CS 162 - Operating Systems and Systems Programming, UC Berkeley](http://cs162.eecs.berkeley.edu/) ([Lectures - YouTube](https://www.youtube.com/playlist?list=PL-XXv-cvA_iBDyz-ba4yDskqMDY6A1w_c))
- [CS 4414 - Operating Systems, University of Virginia](http://rust-class.org/pages/classes.html)
Introduction to CS Video courses
2016-10-21 18:51:56 +00:00
- [CSE 421/521 - Introduction to Operating Systems, SUNY University at Buffalo, NY - Spring 2016](https://www.ops-class.org/courses/buffalo/CSE421_Spring2016/) ([Lectures - YouTube](https://www.youtube.com/playlist?list=PLE6LEE8y2Jp-kbEcVR2W3vfx0Pdca0BD3))
Machine learning + additional Systems courses
2016-10-21 20:16:36 +00:00
- [CS 377 Fall 16: Operating Systems - Umass OS](https://www.youtube.com/playlist?list=PLacuG5pysFbDTmsCRGWsMW_PzIOpXnckw)
- [6.828: Operating System Engineering [Fall 2014]](https://www.youtube.com/playlist?list=PLfciLKR3SgqNJKKIKUliWoNBBH1VHL3AP)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP 551 Operating Systems Autumn 2014 - University of Washington](http://courses.cs.washington.edu/courses/csep551/14au/video/)
Machine learning + additional Systems courses
2016-10-21 20:16:36 +00:00
- [CS194 Advanced Operating Systems Structures and Implementation, Spring 2013, UC Berkeley](https://www.youtube.com/playlist?list=PL-XXv-cvA_iB_5Q8G8kW5idSwNmXypmQE)
Added more courses
2016-10-22 06:45:22 +00:00
- [CPCS 663 - Real-Time Systems: Video Material - TAMU](http://faculty.cs.tamu.edu/bettati/Courses/663/Video/presentation.html)
- [CS 251: Intermediate Software Design (C++ version)](https://www.youtube.com/playlist?list=PLZ9NgFYEMxp4ZsvD10uXmClGnukcu3Uff)
- [CS 251 (2015): Intermediate Software Design](https://www.youtube.com/playlist?list=PLZ9NgFYEMxp7lylj-XC8h1kjatOjbh9ne)
More Comp n/w, OS and Berkeley CS 189
2016-10-23 11:45:45 +00:00
- [CSE 30341 - Spr 2008: Operating Systems](https://www.youtube.com/view_play_list?p=AB7D5CA7E262B0E2)
- [CSE 60641 - Fall 08: Graduate Operating Systems](https://www.youtube.com/view_play_list?p=22B10D854588E20C)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
-----------------------------
### Distributed Systems
- [VU:Distributed Systems: Principles and Paradigms by Maarten van Steen (Fall 2012), Vrije Universiteit, Amsterdam](http://www.distributed-systems.net/courses/ds/ds-screencasts/)
- [CS 677 Spring 16: Distributed Operating Systems - Umass OS](https://www.youtube.com/playlist?list=PLacuG5pysFbC68w0PW3huMHDDRNsDCTjp)
- [CS 436: Distributed Computer Systems - U Waterloo](https://www.youtube.com/playlist?list=PLawkBQ15NDEkDJ5IyLIJUTZ1rRM9YQq6N)
- [6.824: Distributed Systems, Spring 2015 - MIT](https://www.youtube.com/playlist?list=PLkcQbKbegkMqiWf7nF8apfMRL4P4sw8UL)
More categories and courses
2016-10-23 09:06:08 +00:00
- [Distributed Algorithms, https://canvas.instructure.com/courses/902299](https://www.youtube.com/playlist?list=PL700757A5D4B3F368)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CS138 Distributed Computer Systems Spring 2016 - Brown University](http://cs.brown.edu/courses/csci1380/s16/syllabus.html)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP 552: PMP Distributed Systems, Spring 2013 - University of Washington](http://courses.cs.washington.edu/courses/csep552/13sp/) ([Videos](http://courses.cs.washington.edu/courses/csep552/13sp/video/))
- [CSE 490H: Scalable Systems: Design, Implementation and Use of Large Scale Clusters, Autumn 2008 - University of Washington](http://courses.cs.washington.edu/courses/cse490h/08au/lectures.htm) ([Videos](http://courses.cs.washington.edu/courses/cse490h/08au/video.htm))
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [MOOC - Cloud Computing Concepts - UIUC](https://www.youtube.com/playlist?list=PLFd87qVsaLhOkTLvfp6MC94iFa_1c9wrU)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
------------------------------------------------------------
More categories and courses
2016-10-23 09:06:08 +00:00
### Database Systems
- [CS 5530 - Database Systems, Spring 2016, University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCrercQNP9tTsjjPdgRVYvC7)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [MOOC - Database Stanford Dbclass](https://www.youtube.com/playlist?list=PL6hGtHedy2Z4EkgY76QOcueU8lAC4o6c3)
More categories and courses
2016-10-23 09:06:08 +00:00
- [CSEP 544, Database Management Systems, Au 2015 - University of Washington](https://www.youtube.com/playlist?list=PLTPQEx-31JXjQYrUKvAjUTWgCYluHGs_L)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [Principles of Database Management, Bart Baesens](https://www.youtube.com/playlist?list=PLdQddgMBv5zEhlpqdiUcf9aTNEtmESgyl)
More categories and courses
2016-10-23 09:06:08 +00:00
- [15-721 - Database Systems, CMU](http://15721.courses.cs.cmu.edu/spring2016/) ([Lectures - YouTube](https://www.youtube.com/playlist?list=PLSE8ODhjZXjbisIGOepfnlbfxeH7TW-8O))
- [CS 186 - Database Systems, UC Berkeley, Spring 2015](https://sites.google.com/site/cs186spring2015/home/schedule-and-notes) ([Lectures- YouTube](https://www.youtube.com/playlist?list=PL-XXv-cvA_iBVK2QzAV-R7NMA1ZkaiR2y))
- [CS 6530 - Graduate-level Database Systems, Fall 2016, University of Utah](https://www.cs.utah.edu/~lifeifei/cs6530/) ([Lectures - YouTube](https://www.youtube.com/playlist?list=PLbuogVdPnkCqwHUcieMrytP453Ep0y6eI))
- [6.830/6.814: Database Systems [Fall 2014]](https://www.youtube.com/playlist?list=PLfciLKR3SgqOxCy1TIXXyfTqKzX2enDjK)
------------------------------
### Object Oriented Design and Software Engineering
- [ECE 462 Object-Oriented Programming using C++ and Java - Purdue](https://engineering.purdue.edu/OOSD/F2008/F2008.html)
- [Object Oriented Systems Analysis and Design (Systems Analysis and Design in a Changing World)](https://www.youtube.com/playlist?list=PL6XklZATqYx9dj72MKG6wLYjljeB2odra)
- [Computer Science 169- Software Engineering - Spring 2015 - UCBerkeley](https://www.youtube.com/playlist?list=PL-XXv-cvA_iCfQHHS7rxlfHFsU4aQW1IF)
- [Introduction to Service Design and Engineering - University of Trento, Italy](https://www.youtube.com/playlist?list=PLBdajHWwi0JCn87QuFT3e58mekU0-6WUT)
- [OOSE: Software Dev Using UML and Java](https://www.youtube.com/playlist?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
- [CS 411 - Software Architecture Design, Bilkent University](http://video.bilkent.edu.tr/course_videos.php?courseid=10)
More Comp n/w, OS and Berkeley CS 189
2016-10-23 11:45:45 +00:00
- [CS 164 Software Engineering - Harvard](http://cs164.tv/2014/spring/)
Machine learning + additional Systems courses
2016-10-21 20:16:36 +00:00
------------------------------
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
### Artificial Intelligence
- [CS 188 - Introduction to Artificial Intelligence, UC Berkeley](http://ai.berkeley.edu/home.html)
- [6.034 Artificial Intelligence, MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/)
Added CMU 15-780 AI course and 10-600
2016-10-24 05:23:13 +00:00
- [15-780: Graduate Artificial Intelligence, Spring 14, CMU](http://www.cs.cmu.edu/~zkolter/course/15-780-s14/lectures.html)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSE 592 Applications of Artificial Intelligence, Winter 2003 - University of Washington](http://courses.cs.washington.edu/courses/csep573/03wi/lectures/index.htm)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
--------------
Machine learning + additional Systems courses
2016-10-21 20:16:36 +00:00
### Machine Learning
15-213 Computer systems CMU
2016-10-26 10:53:07 +00:00
- **Introduction to Machine Learning**
- [MOOC Machine Learning Andrew Ng](https://www.youtube.com/playlist?list=PLJ1-ciQ35nuiyL1PX6O4NdF5CjjaDdnVC)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [MOOC - Statistical Learning, Stanford University](https://lagunita.stanford.edu/courses/HumanitiesandScience/StatLearning/Winter2015/about)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [CS 156 - Learning from Data, Caltech](https://work.caltech.edu/lectures.html)
15-213 Computer systems CMU
2016-10-26 10:53:07 +00:00
- [10-601 - Introduction to Machine Learning (MS), Carnegie Mellon University](http://www.cs.cmu.edu/~ninamf/courses/601sp15/lectures.shtml)
- [10-701 - Introduction to Machine Learning (PhD) - Tom Mitchell, Spring 2011, Carnegie Mellon University](http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml) ([Fall 2014](https://www.youtube.com/playlist?list=PL7y-1rk2cCsDZCVz2xS7LrExqidHpJM3B))
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [Microsoft Research - Machine Learning Course](https://www.youtube.com/playlist?list=PL34iyE0uXtxo7vPXGFkmm6KbgZQwjf9Kf)
- [CS 446 - Machine Learning, Fall 2016, UIUC](http://l2r.cs.illinois.edu/~danr/Teaching/CS446-16/schedule.html)([Fall 2015 Lectures](https://www.youtube.com/playlist?list=PLQcasX5-oG91n10wPxeRh-45-8HATwc8W))
- [undergraduate machine learning at UBC 2012, Nando de Freitas](https://www.youtube.com/playlist?list=PLE6Wd9FR--Ecf_5nCbnSQMHqORpiChfJf)
- [CS 229 - Machine Learning - Stanford University](https://www.youtube.com/playlist?list=PLA89DCFA6ADACE599)
- [CS 189/289A Introduction to Machine Learning, Prof Jonathan Shewchuk - UCBerkeley](https://people.eecs.berkeley.edu/~jrs/189/)
- [CS 5350/6350 - Machine Learning, Fall 2016, University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCozRSsdueVwX7CF9N4QWL0B)
- [ECE 5984 Introduction to Machine Learning, Spring 2015 - Virginia Tech](https://filebox.ece.vt.edu/~s15ece5984/)
- [CSEP 546, Machine Learning, Sp 2016 - University of Washington](https://courses.cs.washington.edu/courses/csep546/16sp/) ([Lectures - YouTube](https://www.youtube.com/playlist?list=PLTPQEx-31JXgtDaC6-3HxWcp7fq4N8YGr))
- [STA 4273H (Winter 2015): Large Scale Machine Learning](http://www.cs.toronto.edu/~rsalakhu/STA4273_2015/lectures.html)
- **Data Mining**
- [CS 5140/6140 - Data Mining, Spring 2016, University of Utah](https://www.cs.utah.edu/~jeffp/teaching/cs5140.html) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLbuogVdPnkCpXfb43Wvc7s5fXWzedwTPB))
- [Statistical Aspects of Data Mining (Stats 202) - Google](https://www.youtube.com/playlist?list=PLFE776F2C513A744E)
- [MOOC - Text Mining and Analytics by ChengXiang Zhai](https://www.youtube.com/playlist?list=PLLssT5z_DsK8Xwnh_0bjN4KNT81bekvtt)
- [MOOC - Data Mining with Weka](https://www.youtube.com/playlist?list=PLm4W7_iX_v4NqPUjceOGd-OKNVO4c_cPD)
- [CS 290 DataMining Lectures](https://www.youtube.com/playlist?list=PLB4CCA346A5741C4C)
- **Probabilistic Graphical Modeling**
- [CS 6190 - Probabilistic Modeling, Spring 2016, University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCpvxdF-Gy3gwaBObx7AnQut)
- [10-708 - Probabilistic Graphical Models, Carnegie Mellon University](http://www.cs.cmu.edu/~epxing/Class/10708-14/lecture.html)
- [Probabilistic Graphical Models, Daphne Koller, Stanford University](http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ProbabilisticGraphicalModels)
- **Deep Learning**
- [Deep learning at Oxford 2015 - Nando de Freitas](https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu)
- [DS-GA 1008 - Deep Learning, New York University](http://cilvr.cs.nyu.edu/doku.php?id=deeplearning2015:schedule)
- [Deep Learning, Stanford University](http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=DeepLearning)
- [Deep Learning - University of Waterloo](https://uwaterloo.ca/data-science/deep-learning)
- **Advanced Machine Learning**
- [Machine Learning 2013 - Nando de Freitas, UBC](https://www.youtube.com/playlist?list=PLE6Wd9FR--EdyJ5lbFl8UuGjecvVw66F6)
- [Machine Learning: 2014-2015, University of Oxford](https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/)
- [10-702/36-702 - Statistical Machine Learning - Larry Wasserman, Spring 2016, CMU](http://www.stat.cmu.edu/~larry/=sml/) ([Spring 2015](https://www.youtube.com/playlist?list=PLjbUi5mgii6BWEUZf7He6nowWvGne_Y8r))
- [10-715 Advanced Introduction to Machine Learning - CMU](http://www.cs.cmu.edu/~bapoczos/Classes/ML10715_2015Fall/) ([YouTube](https://www.youtube.com/playlist?list=PL4DwY1suLMkcu-wytRDbvBNmx57CdQ2pJ))
- **Natural Language Processing and Computer Vision**
- [CS 224d - Deep Learning for Natural Language Processing, Stanford University](http://cs224d.stanford.edu/syllabus.html) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLCJlDcMjVoEdtem5GaohTC1o9HTTFtK7_))
- [CS 224N - Natural Language Processing, Stanford University](https://www.youtube.com/playlist?list=PLgtM85Maly3n2Fp1gJVvqb0bTC39CPn1N)
- [MOOC - Natural Language Processing - Coursera, University of Michigan](https://www.youtube.com/playlist?list=PLLssT5z_DsK8BdawOVCCaTCO99Ya58ryR)
- [CS 231n - Convolutional Neural Networks for Visual Recognition, Stanford University](https://www.youtube.com/playlist?list=PLLvH2FwAQhnpj1WEB-jHmPuUeQ8mX-XXG)
- [Machine Learning for Computer Vision - TUM](https://www.youtube.com/playlist?list=PLTBdjV_4f-EIiongKlS9OKrBEp8QR47Wl)
- **Misc Machine Learning Topics**
- [CS 6955 - Clustering, Spring 2015, University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCpRvi-qSMCdOwyn4UYoPxTI)
- [Info 290 - Analyzing Big Data with Twitter, UC Berkeley school of information](http://www.ischool.berkeley.edu/newsandevents/audiovideo/webcast/21963)
- [10-725 Convex Optimization: Spring 2015 - CMU](http://www.stat.cmu.edu/~ryantibs/convexopt-S15/)
- [10-801 Advanced Optimization and Randomized Algorithms](https://www.youtube.com/playlist?list=PLjTcdlvIS6cjdA8WVXNIk56X_SjICxt0d)
- [CS 229r - Algorithms for Big Data, Harvard University](http://people.seas.harvard.edu/~minilek/cs229r/fall15/lec.html) ([Youtube](https://www.youtube.com/playlist?list=PL2SOU6wwxB0v1kQTpqpuu5kEJo2i-iUyf))
- [CAM 383M - Statistical and Discrete Methods for Scientific Computing, University of Texas](http://granite.ices.utexas.edu/coursewiki/index.php/Main_Page)
- [Statistical Learning- Classification - University of Waterloo](https://uwaterloo.ca/data-science/statistical-learning-classification)
- [9.520 - Statistical Learning Theory and Applications, Fall 2015 - MIT](https://www.youtube.com/playlist?list=PLyGKBDfnk-iDj3FBd0Avr_dLbrU8VG73O)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Reinforcement Learning - UCL](https://www.youtube.com/playlist?list=PLacBNHqv7n9gp9cBMrA6oDbzz_8JqhSKo)
Machine learning + additional Systems courses
2016-10-21 20:16:36 +00:00
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
------------------------------
### Concurrency
- [CSE P 506 – Concurrency (Spring 2011) University of Washington](http://courses.cs.washington.edu/courses/csep506/11sp/Home.html) ([Videos](http://courses.cs.washington.edu/courses/csep506/11sp/Videos.html))
- [CSEP 524 - Parallel Computation - University of Washington](http://courses.cs.washington.edu/courses/csep524/10sp/) ([Videos](http://courses.cs.washington.edu/courses/csep524/10sp/lectures/video.html))
- [CS 282 (2014): Concurrent Java Network Programming in Android](https://www.youtube.com/playlist?list=PLZ9NgFYEMxp4KSJPUyaQCj7x--NQ6kvcX)
----------------------------
### Computer Networks
More Comp n/w, OS and Berkeley CS 189
2016-10-23 11:45:45 +00:00
- [Prof. Shiv Kalyanaraman's Online Audio and Video Lectures on Computer Networking](https://www.ecse.rpi.edu/homepages/koushik/shivkuma-teaching/video_index.html)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [Audio/Video Recordings and Podcasts of Professor Raj Jain's Lectures - Washington University in St. Louis](http://www.cse.wustl.edu/~jain/videos.htm)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Computer Networks, Tanenbaum, Wetherall Computer Networks 5e - Video Lectures](http://media.pearsoncmg.com/ph/streaming/esm/tanenbaum5e_videonotes/tanenbaum_videoNotes.html) ([U Washington MOOC](https://www.youtube.com/playlist?list=PLkHsKoi6eZnzJl1qTzmvBwTxrSJW4D2Jj))
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP 561: PMP Network Systems, Fall 2013 - University of Washington](http://courses.cs.washington.edu/courses/csep561/13au/) ([Videos](http://courses.cs.washington.edu/courses/csep561/13au/video/))
- [CSEP 561 – Network Systems, Autumn 2008 - University of Washington](http://courses.cs.washington.edu/courses/csep561/08au/) ([Videos](http://courses.cs.washington.edu/courses/csep561/08au/lectures/))
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Introduction to Data Communications 2013, Steven Gordon - Thammasat University, Thailand](https://www.youtube.com/playlist?list=PLvifRcqOOwF8u4iC7hFTMVC_WD6SEpnkx)
More Comp n/w, OS and Berkeley CS 189
2016-10-23 11:45:45 +00:00
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
-------------------------------
Machine learning + additional Systems courses
2016-10-21 20:16:36 +00:00
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
### Mobile Applications Development
- [MOOC Programming Mobile Applications for Android Handheld Systems - University of Maryland](https://www.youtube.com/playlist?list=PLkHsKoi6eZnwilGXUc95CqS7Vw4uLLDLG)
- [CS 193a - Android App Development, Spring 2016, Stanford University](https://web.stanford.edu/class/cs193a/videos.shtml)
- [CS 193p - Developing Applications for iOS, Stanford University](https://itunes.apple.com/us/course/developing-ios-7-apps-for/id733644550)
- [CS S-76 Building Mobile Applications - Harvard](http://cs76.tv/2013/summer/)
-------------------------
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
### Math for Computer Scientist
- [6.042J - Mathematics for Computer Science, Fall 2010, MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/)
- [6.042J - Mathematics for Computer Science, Spring 15, MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/index.htm)
- [Computer Science 70, 001 - Fall 2012](https://www.youtube.com/playlist?list=PL1A2EBAC4283FE3EA)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [6.041 Probabilistic Systems Analysis and Applied Probability - MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013/)
Added CMU 15-780 AI course and 10-600
2016-10-24 05:23:13 +00:00
- [10-600 Math Background for ML - CMU](https://www.youtube.com/playlist?list=PL7y-1rk2cCsA339crwXMWUaBRuLBvPBCg)
- [Linear Algebra Review - CMU](http://www.cs.cmu.edu/~zkolter/course/linalg/outline.html)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
- [Statistics 110: Probability](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo)
- [18.06 - Linear Algebra, Prof. Gilbert Strang, MIT OCW](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [36-705 - Intermediate Statistics - Larry Wasserman, CMU](http://www.stat.cmu.edu/~larry/=stat705/)
- [STATS 250 - Introduction to Statistics and Data Analysis, UMichigan](https://www.youtube.com/playlist?list=PL432AB57AF9F43D4F)
- [131B - Introduction to Probability and Statistics, UCI](https://www.youtube.com/playlist?list=PLqOZ6FD_RQ7k-j-86QUC2_0nEu0QOP-Wy)
More categories and courses
2016-10-23 09:06:08 +00:00
- [Multiple View Geometry - Lecture 1 (Prof. Daniel Cremers) TUM](https://www.youtube.com/playlist?list=PLTBdjV_4f-EJn6udZ34tht9EVIW7lbeo4)
ML reorganization + more lectures Prof Roughgarden lectures MOOCs ML section reorganization
2016-10-26 07:00:24 +00:00
- [The Probability and Statistics Full Course - YouTube](https://www.youtube.com/playlist?list=PLLssT5z_DsK_WYzNXVjT695FdxRxvlSF8)
More categories and courses
2016-10-23 09:06:08 +00:00
-------------------------
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
### Web Programming and Internet Technologies
More categories and courses
2016-10-23 09:06:08 +00:00
- [CS 75 Building Dynamic Websites - Harvard University](http://cs75.tv/2012/summer/)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP545: Transaction Processing for E-Commerce, Winter 2012 - University of Washington](http://courses.cs.washington.edu/courses/csep545/12wi/) ([Videos](http://courses.cs.washington.edu/courses/csep545/12wi/video/))
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [CT 310 Web Development - Colorado State University](https://www.cs.colostate.edu/~ct310/yr2016sp/home_progress.php)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Internet Technologies and Applications 2012, Steven Gordon - Thammasat University, Thailand](https://www.youtube.com/playlist?list=PLvifRcqOOwF9cfLMTE-42fiBsWvBsOEkS)
More categories and courses
2016-10-23 09:06:08 +00:00
---------------------------
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
### Theoretical CS and Programming Languages
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [MOOC - Compilers - Stanford University](https://www.youtube.com/playlist?list=PLkHsKoi6eZnyEj2pz3R_ER7izlenSxP-I)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
- [CS 164 Hack your language, UC Berkeley](https://sites.google.com/a/bodik.org/cs164/home) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PL3A16CFC42CA6EF4F))
- [CS 173 Programming Languages, Brown University](http://cs.brown.edu/courses/cs173/2012/Videos/) ([Book](http://cs.brown.edu/courses/cs173/2012/book/))
- [CS 421 - Programming Languages and Compilers, UIUC](https://courses.engr.illinois.edu/cs421/fa2014/) ([Videos](http://recordings.engineering.illinois.edu/ess/portal/section/631edaeb-2a33-4537-b7c8-0c1cba783a4f))
- [CSC 253 - CPython internals: A ten-hour codewalk through the Python interpreter source code, University of Rochester](http://pgbovine.net/cpython-internals.htm)
More categories and courses
2016-10-23 09:06:08 +00:00
- [CSEP 501 - Compiler Construction, University of Washington](http://courses.cs.washington.edu/courses/csep501/09au/lectures/video.html) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLTPQEx-31JXhfAWGnGzwbfhB2zUB7Jd4C))
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP 505 Programming Languages, Winter 2015 - University of Washington](http://courses.cs.washington.edu/courses/csep505/15wi/video/)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
- [DMFP - Discrete Mathematics and Functional Programming, Wheaton College](http://cs.wheaton.edu/~tvandrun/dmfp/)
- [CS 374 - Algorithms & Models of Computation (Fall 2014), UIUC](https://courses.engr.illinois.edu/cs498374/fa2014/) ([Lecture videos](http://recordings.engineering.illinois.edu/ess/portal/section/115f3def-7371-4e98-b72f-6efe53771b2a))
- [6.045 Automata, Computability, and Complexity, MIT](https://stellar.mit.edu/S/course/6/sp15/6.045/materials.html) ([Lecture Videos](http://stellar.mit.edu/S/course/6/sp15/6.045/special/videos/index.html))
Cornell 4760 microcontrollers course
2016-10-25 03:53:18 +00:00
- [CS581 Theory of Computation - Portland State University](http://web.cecs.pdx.edu/~harry/videos/) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLbtzT1TYeoMjNOGEiaRmm_vMIwUAidnQz))
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Theory of Computation - Fall 2011 UC Davis](https://www.youtube.com/playlist?list=PLslgisHe5tBM8UTCt1f66oMkpmjCblzkt)
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
Computer Organization and Architecture courses
2016-10-22 06:25:18 +00:00
-------------------------------
### Computer Organization and Architecture
- [6.004 - Computation Structures Spring 2013, MIT](https://www.youtube.com/playlist?list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-)
- [CS 61C - Machine Structures, UC Berkeley](http://www-inst.eecs.berkeley.edu/~cs61c/sp15/) ([Lectures - YouTube](https://www.youtube.com/playlist?list=PL-XXv-cvA_iCl2-D-FS5mk0jFF6cYSJs_))
- [18-447 - Introduction to Computer Architecture, CMU](http://www.ece.cmu.edu/~ece447/s14/doku.php?id=schedule) ([Lectures - YouTube - Fall 15](https://www.youtube.com/playlist?list=PL5PHm2jkkXmgVhh8CHAu9N76TShJqfYDt))
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP 548 - Computer Architecture Autumn 2012 - University of Washington](http://courses.cs.washington.edu/courses/csep548/12au/video/index.html)
Computer Organization and Architecture courses
2016-10-22 06:25:18 +00:00
- [15-418 - Parallel Computer Architecture and Programming, CMU](http://15418.courses.cs.cmu.edu/spring2015/) ([Lecture Videos](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22a5862643-2416-49ef-b46b-13465d1b6df0%22))
More categories and courses
2016-10-23 09:06:08 +00:00
- [EE445L Embedded Systems Design Lab, Fall 2015, UTexas](https://www.youtube.com/playlist?list=PLyg2vmIzGxXGBxFu8nvX3KBadSdsNAvbA)
- [CS149 Embedded Systems - Fall 2014 - UCBerkeley](https://www.youtube.com/playlist?list=PL-XXv-cvA_iDq3FCoYLeUL-X-NUlT405n)
Cornell 4760 microcontrollers course
2016-10-25 03:53:18 +00:00
- [ECE 4760 Designing with Microcontrollers Fall 2016, Cornell University](http://people.ece.cornell.edu/land/courses/ece4760/) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLKcjQ_UFkrd4I5WOIxHEYZ7iY04lj15Ez))
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
-------
### Security
- [6.858 Computer Systems Security - MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-858-computer-systems-security-fall-2014/video-lectures/)
- [CIS 4930/ CIS 5930 - Offensive Computer Security, Florida State University](http://www.cs.fsu.edu/~redwood/OffensiveComputerSecurity/lectures.html)
- [18-636 Browser Security, Stanford](https://courseware.stanford.edu/pg/courses/334553/18636-spring-2013)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [IT Security, Steven Gordon - Thammasat University, Thailand](https://www.youtube.com/playlist?list=PLvifRcqOOwF9-XSGfm-3uA9DfF7plasCF)
- [Security and Cryptography, Steven Gordon - Thammasat University, Thailand](https://www.youtube.com/playlist?list=PLvifRcqOOwF-z2sfMb3w0uQzd7PfaLFlU)
AI + CG + Misc courses
2016-10-22 05:41:39 +00:00
-------
### Computer Graphics
More categories and courses
2016-10-23 09:06:08 +00:00
AI + CG + Misc courses
2016-10-22 05:41:39 +00:00
- [CS 5630/6630 - Visualization, Fall 2016, University of Utah](http://dataviscourse.net/2016/index.html) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PLbuogVdPnkCpQY3miQpTJtnHgCLze2lr0))
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [Advanced Visualization UC Davis](https://www.youtube.com/playlist?list=PLslgisHe5tBNnySlj9TlL-n-4jNEK-xgi)
- [Computer Graphics Fall 2011](https://www.youtube.com/playlist?list=PL9C949E9F19381E61)
- [Introduction to Graphics Architecture](https://www.youtube.com/playlist?list=PL4A8BA1C3B38CFCA0)
AI + CG + Misc courses
2016-10-22 05:41:39 +00:00
-------
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
### Computer Vision
- [Image Processing and Analysis UC Davis](https://www.youtube.com/playlist?list=PLA64AFAE28B8DD0FD)
- [CAP 5415 - Computer Vision, University of Central Florida](http://crcv.ucf.edu/courses/CAP5415/Fall2014/index.php)
- [Lecture: Variational Methods for Computer Vision (Prof. D. Cremers) TUM](https://www.youtube.com/playlist?list=PLTBdjV_4f-EJ7A2iIH5L5ztqqrWYjP2RI)
---------------------------
AI + CG + Misc courses
2016-10-22 05:41:39 +00:00
### Misc
- [Skiena's Computational Biology Lectures](http://www.algorist.com/computational_biology/)
- [Skiena's Computational Finance Lectures](http://www.algorist.com/computational_finance/index.html)
- [AM 207 - Monte Carlo Methods and Stochastic Optimization, Harvard University](http://am207.github.io/2016/index.html)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [CS 223A - Introduction to Robotics, Stanford University](http://see.stanford.edu/see/courseinfo.aspx?coll=86cc8662-f6e4-43c3-a1be-b30d1d179743)
AI + CG + Misc courses
2016-10-22 05:41:39 +00:00
- [CS 3152 - Introduction to Computer Game Development, Cornell University](http://www.cs.cornell.edu/courses/CS3152/2014sp/lectures/index.php)
- [Open Sourced Elective: Database and Rails - Intro to Ruby on Rails, University of Texas](http://www.schneems.com/ut-rails/) ([Lectures - Youtube](https://www.youtube.com/playlist?list=PL7A85FD7803A8CB1F))
- [SCICOMP - An Introduction to Efficient Scientific Computation, Universität Bremen](http://mlecture.uni-bremen.de/ml/index.php?option=com_content&view=article&id=233) ([Lectures - Youtube](https://www.youtube.com/user/fillwithlight/videos))
Math, theoretical CS and Security courses
2016-10-22 06:15:56 +00:00
- [MIT CMS.611J Creating Video Games, Fall 2014](https://ocw.mit.edu/courses/comparative-media-studies-writing/cms-611j-creating-video-games-fall-2014/lecture-videos/)
More categories and courses
2016-10-23 09:06:08 +00:00
- [Lecture: Visual Navigation for Flying Robots - TUM](https://www.youtube.com/playlist?list=PLTBdjV_4f-EKeki5ps2WHqJqyQvxls4ha)
- [Image Processing and Analysis (Course) UC Davis](https://www.youtube.com/playlist?list=PLA64AFAE28B8DD0FD)
Added multiple UWashington CSEP Courses + DS Sahni
2016-10-23 10:56:59 +00:00
- [CSEP590A: Practical Aspects of Modern Cryptography, Winter 2011 - University of Washington](http://courses.cs.washington.edu/courses/csep590a/11wi/) ([Videos](http://courses.cs.washington.edu/courses/csep590a/11wi/video/))
- [CSEP 510: Human Computer Interaction](http://courses.cs.washington.edu/courses/csep510/04wi/)
More Comp n/w, OS and Berkeley CS 189
2016-10-23 11:45:45 +00:00
- [CS E-259 XML with Java, Java Servlet, and JSP - Harvard](http://cs259.tv/2007/fall/)
- [CSE 40373 - Spr 2009: Multimedia Systems](https://www.youtube.com/view_play_list?p=0105F1427EFAEE0A)
Caltech, Brown and misc courses added
2016-10-23 15:44:51 +00:00
- [Introduction to Vision and Robotics](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/ivr.htm)
- [CS147: Introduction to Human-Computer Interaction Design - Stanford](http://hci.stanford.edu/courses/cs147/2015/au/calendar.php)
CN and UC Davis courses
2016-10-26 16:19:06 +00:00
- [EENG 512 / CSCI 512 - Computer Vision - Colorado School of Mines](http://inside.mines.edu/~whoff/courses/EENG512/lectures/)
AI + CG + Misc courses
2016-10-22 05:41:39 +00:00
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