Обучаемся самостоятельно: подборка видеокурсов по Computer Science

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Ссылки в тексте:

[1] Введение в Computer Science: https://habrahabr.ru/post/315724/#1

[2] Структуры данных и Алгоритмы: https://habrahabr.ru/post/315724/#2

[3] Системное программирование: https://habrahabr.ru/post/315724/#3

[4] Распределенные системы: https://habrahabr.ru/post/315724/#4

[5] Базы данных: https://habrahabr.ru/post/315724/#5

[6] Объектно-ориентированный дизайн и разработка софта: https://habrahabr.ru/post/315724/#6

[7] Искусственный интеллект: https://habrahabr.ru/post/315724/#7

[8] Машинное обучение: https://habrahabr.ru/post/315724/#8

[9] Веб-разработка и интернет-технологии: https://habrahabr.ru/post/315724/#9

[10] Concurrency: https://habrahabr.ru/post/315724/#10

[11] Компьютерные сети: https://habrahabr.ru/post/315724/#11

[12] Разработка мобильных приложений: https://habrahabr.ru/post/315724/#12

[13] Математика для программистов: https://habrahabr.ru/post/315724/#13

[14] Теория информатики и языки программирования: https://habrahabr.ru/post/315724/#14

[15] Архитектура компьютера: https://habrahabr.ru/post/315724/#15

[16] Безопасность: https://habrahabr.ru/post/315724/#16

[17] Компьютерная графика: https://habrahabr.ru/post/315724/#17

[18] Работа с изображениями и компьютерное зрение: https://habrahabr.ru/post/315724/#18

[19] Интерфейс Человек-Компьютер: https://habrahabr.ru/post/315724/#19

[20] Вычислительная биология: https://habrahabr.ru/post/315724/#20

[21] Прочее: https://habrahabr.ru/post/315724/#21

[22] Edison: https://www.edsd.com/

[23] тестирует критические системы на отказоустойчивость: https://www.edsd.ru/polnyj-avtomatizirovannyj-cikl-testirovaniya-sistemy

[24] проектирует и разрабатывает ПО для кластерных вычислений: https://www.edsd.ru/klasternye-vychisleniya-i-masshtabirovanie-nagruzki

[25] 6.00SC — Introduction to Computer Science and Programming (весна 2011) — MIT OCW: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/

[26] 6.00 — Introduction to Computer Science and Programming (осень 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/

[27] 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/

[28] 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

[29] Textbook: http://mitpress.mit.edu/sicp/full-text/book/book.html

[30] CS 10 The Beauty & Joy of Computing, весна 2015 — UCBerkeley: https://www.youtube.com/playlist?list=PL-XXv-cvA_iC17q7Pydw_RernkItDJePz

[31] CS 50 — Introduction to Computer Science, Harvard University: https://cs50.harvard.edu/lectures

[32] cs50.tv: http://cs50.tv/2015/fall/

[33] CS 61A — Structure and Interpretation of Computer Programs [Python], UC Berkeley: http://cs61a.org/

[34] SPD1 — Systematic Program Design [Racket], University of British Columbia: https://www.youtube.com/channel/UC7dEjIUwSxSNcW4PqNRQW8w/playlists?view=1&flow=grid&sort=da

[35] CS 101 — Computer Science 101, Stanford University: http://online.stanford.edu/course/computer-science-101-self-paced

[36] CS E-1 Understanding Computers and the Internet, Spring 2013 — Harvard Extension School: http://cse1.net/lectures

[37] Весна 2011: http://computerscience1.tv/2011/spring/

[38] CSE 142 Computer Programming I (C Programming), Autumn 200 — University of Washington: https://courses.cs.washington.edu/courses/cse142-TVI/00au/lectures/

[39] CS1301 Intro to computing — Gatech: http://www.cc.gatech.edu/classes/AY2016/cs1301c_fall/

[40] CS 106A — Programming Methodology, Stanford University: http://see.stanford.edu/see/lecturelist.aspx?coll=824a47e1-135f-4508-a5aa-866adcae1111

[41] CS 106B — Programming Abstractions, Stanford University: http://see.stanford.edu/see/lecturelist.aspx?coll=11f4f422-5670-4b4c-889c-008262e09e4e

[42] CS 107 — Programming Paradigms, Stanford University: http://see.stanford.edu/see/lecturelist.aspx?coll=2d712634-2bf1-4b55-9a3a-ca9d470755ee

[43] CS 61B — Data Structures, UC Berkeley: https://people.eecs.berkeley.edu/~jrs/61b/

[44] MOOC — Design and Analysis of Algorithms Part 1 — Prof Roughgarden — Coursera: https://www.youtube.com/playlist?list=PLLH73N9cB21W1TZ6zz1dLkyIm50HylGyg

[45] Part 2: https://www.youtube.com/playlist?list=PLLH73N9cB21VPj3H2xwTTye5TC8-UniA2

[46] MOOC — Algorithms Part 1 — Prof Sedgewick: https://www.youtube.com/playlist?list=PLUX6FBiUa2g4YWs6HkkCpXL6ru02i7y3Q

[47] Part 2: https://www.youtube.com/playlist?list=PLqD_OdMOd_6YixsHkd9f4sNdof4IhIima

[48] COP 3530 Data Structures and Algorithms, Prof Sahni, UFL: http://www.cise.ufl.edu/~sahni/cop3530/

[49] Videos: http://www.cise.ufl.edu/academics/courses/preview/cop3530sahni/

[50] CS2: Data Structures and Algorithms — Richard Buckland — UNSW: https://www.youtube.com/playlist?list=PLE621E25B3BF8B9D1

[51] 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/

[52] CS 161 — Design and Analysis of Algorithms, Prof. Tim Roughgarden, Stanford University: http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=IntroToAlgorithms

[53] CSE 373 — Analysis of Algorithms, Stony Brook — Prof Skiena: http://www.cs.sunysb.edu/~algorith/video-lectures/

[54] CS16 Introduction to Algorithms and Data Structures — Brown University: http://cs.brown.edu/courses/csci0160/lectures.html

[55] 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/

[56] 6.046 — Design and Analysis of Algorithms, Весна 2015 — MIT OCW: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/lecture-videos/

[57] CS 473: Algorithms — University of Illinois at Urbana-Champaign: https://courses.engr.illinois.edu/cs473/sp2016/lectures.html

[58] Programming Challenges — Prof Skiena: http://www.algorist.com/programming_challenges/

[59] 16s-4102 — Algorithms, University of Virginia: http://www.cs.virginia.edu/~shelat/16s-4102/

[60] Youtube: https://www.youtube.com/channel/UCxXYk53cSZof2bR_Ax0uJYQ/videos

[61] CS 170 Algorithms — Весна 2015 — UCBerkeley: https://www.youtube.com/playlist?list=PL-XXv-cvA_iDbtIylJDpPPJfaFweeaR-3

[62] COP 5536 Advanced Data Structures, Prof Sahni — UFL: http://www.cise.ufl.edu/~sahni/cop5536/index.html

[63] Videos: http://www.cise.ufl.edu/academics/courses/preview/cop5536sahni/

[64] CS 261 — A Second Course in Algorithms, Stanford University: http://theory.stanford.edu/~tim/w16/w16.html

[65] Youtube: https://www.youtube.com/playlist?list=PLEGCF-WLh2RJh2yDxlJJjnKswWdoO8gAc

[66] CS 224 — Advanced Algorithms, Harvard University: http://people.seas.harvard.edu/~minilek/cs224/fall14/index.html

[67] Lecture Videos: http://people.seas.harvard.edu/~minilek/cs224/fall14/lec.html

[68] Youtube: https://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf

[69] ECS 122A — Algorithm Design and Analysis, UC Davis: http://web.cs.ucdavis.edu/~gusfield/cs122f10/videolist.html

[70] CSEP 521: Applied Algorithms, Winter 2013 — University of Washington: http://courses.cs.washington.edu/courses/csep521/13wi/

[71] Videos: http://courses.cs.washington.edu/courses/csep521/13wi/video/

[72] CS 6150 — Advanced Algorithms (Fall 2016), University of Utah: https://www.youtube.com/playlist?list=PLbuogVdPnkCp8X9FHOglnLqFjyvqGLftx

[73] ECS 222A — Graduate Level Algorithm Design and Analysis, UC Davis: http://web.cs.ucdavis.edu/~gusfield/cs222f07/videolist.html

[74] 6.851 — Advanced Data Structures, MIT: http://courses.csail.mit.edu/6.851/spring14/lectures/

[75] MIT OCW: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/lecture-videos/

[76] 6.854 — Advanced Algorithms, MIT: https://www.youtube.com/playlist?list=PL6ogFv-ieghdoGKGg2Bik3Gl1glBTEu8c

[77] Prof. Karger lectures: https://www.youtube.com/channel/UCtv9PiQVUDzsT4yl7524DCg/videos

[78] CS264 Beyond Worst-Case Analysis, Fall 2014 — Tim Roughgarden Lecture: http://theory.stanford.edu/~tim/f14/f14.html

[79] Youtube: https://www.youtube.com/playlist?list=PLEGCF-WLh2RL8jsZpaf2tLHa5LotFEt5b

[80] CS364A Algorithmic Game Theory, Fall 2013 — Tim Roughgarden Lectures: https://www.youtube.com/playlist?list=PLEGCF-WLh2RJBqmxvZ0_ie-mleCFhi2N4

[81] CS364B Advanced Mechanism Design, Winter 2014 — Tim Roughgarden Lectures: https://www.youtube.com/playlist?list=PLEGCF-WLh2RI77PL4gwLld_OU9Zh3TCX9

[82] Algorithms — Aduni: http://aduni.org/courses/algorithms/index.php?view=cw

[83] Advanced Topics in Algorithms and Datastructures — SS 2005 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/4/252/

[84] Algorithmentheorie/Algorithms Theory — WS 2013 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/5402/16009/

[85] WS 2011: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/4003/12514/

[86] Theory I — SS 2010 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/2103/8701/

[87] CS225 — Data Structures — University of Illinois at Urbana-Champaign: https://chara.cs.illinois.edu/cs225/lectures/

[88] 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/

[89] CS24 Introduction to Computing Systems — California Institute of Technology: http://courses.cms.caltech.edu/cs24/

[90] Весна 15 version: http://users.cms.caltech.edu/~donnie/cs24/

[91] 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

[92] CS361 — COMPUTER SYSTEMS — UIC: https://www.cs.uic.edu/CS361fall13

[93] CS124 Operating Systems — California Institute of Technology: http://users.cms.caltech.edu/~donnie/cs124/

[94] Systems — Aduni: http://aduni.org/courses/systems/index.php?view=cw

[95] CS 162 — Operating Systems and Systems Programming, UC Berkeley: http://cs162.eecs.berkeley.edu/

[96] Lectures — YouTube: https://www.youtube.com/playlist?list=PL-XXv-cvA_iBDyz-ba4yDskqMDY6A1w_c

[97] CS 4414 — Operating Systems, University of Virginia: http://rust-class.org/pages/classes.html

[98] CSE 421/521 — Introduction to Operating Systems, SUNY University at Buffalo, NY — Весна 2016: https://www.ops-class.org/courses/buffalo/CSE421_Spring2016/

[99] Lectures — YouTube: https://www.youtube.com/playlist?list=PLE6LEE8y2Jp-kbEcVR2W3vfx0Pdca0BD3

[100] CS 377 Fall 16: Operating Systems — Umass OS: https://www.youtube.com/playlist?list=PLacuG5pysFbDTmsCRGWsMW_PzIOpXnckw

[101] 6.828: Operating System Engineering [Fall 2014]: https://www.youtube.com/playlist?list=PLfciLKR3SgqNJKKIKUliWoNBBH1VHL3AP

[102] CSEP 551 Operating Systems Autumn 2014 — University of Washington: http://courses.cs.washington.edu/courses/csep551/14au/video/

[103] CS194 Advanced Operating Systems Structures and Implementation, Весна 2013, UC Berkeley: https://www.youtube.com/playlist?list=PL-XXv-cvA_iB_5Q8G8kW5idSwNmXypmQE

[104] CPCS 663 — Real-Time Systems: Video Material — TAMU: http://faculty.cs.tamu.edu/bettati/Courses/663/Video/presentation.html

[105] CS 251: Intermediate Software Design (C++ version): https://www.youtube.com/playlist?list=PLZ9NgFYEMxp4ZsvD10uXmClGnukcu3Uff

[106] CS 251 (2015): Intermediate Software Design: https://www.youtube.com/playlist?list=PLZ9NgFYEMxp7lylj-XC8h1kjatOjbh9ne

[107] CSE 30341 — Spr 2008: Operating Systems: https://www.youtube.com/view_play_list?p=AB7D5CA7E262B0E2

[108] CSE 60641 — Fall 08: Graduate Operating Systems: https://www.youtube.com/view_play_list?p=22B10D854588E20C

[109] 6.172 Performance Engineering of Software Systems — MIT OCW: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-172-performance-engineering-of-software-systems-fall-2010/

[110] Software Engineering for Self Adaptive Systems — iTunes — HPI: https://itunes.apple.com/us/itunes-u/software-engineering-for-self/id993578475

[111] Real-Time Systems — SS 2013 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/5201/15648/

[112] System Infrastructure For Data Science — WS 2012 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/4808/14532/

[113] VU:Distributed Systems: Principles and Paradigms by Maarten van Steen (Fall 2012), Vrije Universiteit, Amsterdam: http://www.distributed-systems.net/courses/ds/ds-screencasts/

[114] CS 677 Весна 16: Distributed Operating Systems — Umass OS: https://www.youtube.com/playlist?list=PLacuG5pysFbC68w0PW3huMHDDRNsDCTjp

[115] CS 436: Distributed Computer Systems — U Waterloo: https://www.youtube.com/playlist?list=PLawkBQ15NDEkDJ5IyLIJUTZ1rRM9YQq6N

[116] 6.824: Distributed Systems, Весна 2015 — MIT: https://www.youtube.com/playlist?list=PLkcQbKbegkMqiWf7nF8apfMRL4P4sw8UL

[117] Distributed Algorithms, https://canvas.instructure.com/courses/902299: https://www.youtube.com/playlist?list=PL700757A5D4B3F368

[118] CS138 Distributed Computer Systems Весна 2016 — Brown University: http://cs.brown.edu/courses/csci1380/s16/syllabus.html

[119] CSEP 552: PMP Distributed Systems, Весна 2013 — University of Washington: http://courses.cs.washington.edu/courses/csep552/13sp/

[120] Videos: http://courses.cs.washington.edu/courses/csep552/13sp/video/

[121] 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

[122] Videos: http://courses.cs.washington.edu/courses/cse490h/08au/video.htm

[123] MOOC — Cloud Computing Concepts — UIUC: https://www.youtube.com/playlist?list=PLFd87qVsaLhOkTLvfp6MC94iFa_1c9wrU

[124] CS121 — Introduction to Relational Database Systems, Fall 2016 — Caltech: http://users.cms.caltech.edu/~donnie/cs121/

[125] CS122 — Relational Database System Implementation, Winter 2014-2015 — Caltech: http://users.cms.caltech.edu/~donnie/cs122/

[126] CS 5530 — Database Systems, Весна 2016, University of Utah: https://www.youtube.com/playlist?list=PLbuogVdPnkCrercQNP9tTsjjPdgRVYvC7

[127] MOOC — Database Stanford Dbclass: https://www.youtube.com/playlist?list=PL6hGtHedy2Z4EkgY76QOcueU8lAC4o6c3

[128] CSEP 544, Database Management Systems, Au 2015 — University of Washington: https://www.youtube.com/playlist?list=PLTPQEx-31JXjQYrUKvAjUTWgCYluHGs_L

[129] CMPSC 431W Database Management Systems, Fall 2015 — PSU: http://www.cse.psu.edu/~yul189/cmpsc431w/lectures.html

[130] Principles of Database Management, Bart Baesens: https://www.youtube.com/playlist?list=PLdQddgMBv5zEhlpqdiUcf9aTNEtmESgyl

[131] 15-721 — Database Systems, CMU: http://15721.courses.cs.cmu.edu/spring2016/

[132] Lectures — YouTube: https://www.youtube.com/playlist?list=PLSE8ODhjZXjbisIGOepfnlbfxeH7TW-8O

[133] CS 186 — Database Systems, UC Berkeley, Весна 2015: https://sites.google.com/site/cs186spring2015/home/schedule-and-notes

[134] Lectures- YouTube: https://www.youtube.com/playlist?list=PL-XXv-cvA_iBVK2QzAV-R7NMA1ZkaiR2y

[135] CS 6530 — Graduate-level Database Systems, Fall 2016, University of Utah: https://www.cs.utah.edu/~lifeifei/cs6530/

[136] Lectures — YouTube: https://www.youtube.com/playlist?list=PLbuogVdPnkCqwHUcieMrytP453Ep0y6eI

[137] 6.830/6.814: Database Systems [Fall 2014]: https://www.youtube.com/playlist?list=PLfciLKR3SgqOxCy1TIXXyfTqKzX2enDjK

[138] FIT9003 Database Systems Design, Rob Meredith, Monash University: https://itunes.apple.com/us/podcast/fit9003-database-systems-design/id306569364?ign-mpt=uo%3D8

[139] ECE 462 Object-Oriented Programming using C++ and Java — Purdue: https://engineering.purdue.edu/OOSD/F2008/F2008.html

[140] Object-oriented Program Design and Software Engineering — Aduni: http://aduni.org/courses/java/index.php?view=cw

[141] Object Oriented Systems Analysis and Design (Systems Analysis and Design in a Changing World): https://www.youtube.com/playlist?list=PL6XklZATqYx9dj72MKG6wLYjljeB2odra

[142] Computer Science 169- Software Engineering — Весна 2015 — UCBerkeley: https://www.youtube.com/playlist?list=PL-XXv-cvA_iCfQHHS7rxlfHFsU4aQW1IF

[143] Introduction to Service Design and Engineering — University of Trento, Italy: https://www.youtube.com/playlist?list=PLBdajHWwi0JCn87QuFT3e58mekU0-6WUT

[144] OOSE: Software Dev Using UML and Java: https://www.youtube.com/playlist?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO

[145] CS 411 — Software Architecture Design, Bilkent University: http://video.bilkent.edu.tr/course_videos.php?courseid=10

[146] CS 164 Software Engineering — Harvard: http://cs164.tv/2014/spring/

[147] Model Driven Archtitecture — WS 2005 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/83/3022/

[148] Software Design, Modelling and Analysis in UML — WS 2012 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/5405/16022/

[149] CS 188 — Introduction to Artificial Intelligence, UC Berkeley: http://ai.berkeley.edu/home.html

[150] 6.034 Artificial Intelligence, MIT OCW: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/

[151] 15-780: Graduate Artificial Intelligence, Весна 14, CMU: http://www.cs.cmu.edu/~zkolter/course/15-780-s14/lectures.html

[152] CSE 592 Applications of Artificial Intelligence, Winter 2003 — University of Washington: http://courses.cs.washington.edu/courses/csep573/03wi/lectures/index.htm

[153] Advanced AI Techniques — WS 2005 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/1/349/

[154] WS 2004: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/2/335/

[155] MOOC Machine Learning Andrew Ng — Coursera/Stanford: https://www.youtube.com/playlist?list=PLJ1-ciQ35nuiyL1PX6O4NdF5CjjaDdnVC

[156] Notes: http://www.holehouse.org/mlclass/

[157] MOOC — Statistical Learning, Stanford University: https://lagunita.stanford.edu/courses/HumanitiesandScience/StatLearning/Winter2015/about

[158] CS 156 — Learning from Data, Caltech: https://work.caltech.edu/lectures.html

[159] 10-601 — Introduction to Machine Learning (MS), Carnegie Mellon University: http://www.cs.cmu.edu/~ninamf/courses/601sp15/lectures.shtml

[160] 10-701 — Introduction to Machine Learning (PhD) — Tom Mitchell, Spring 2011, Carnegie Mellon University: http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml

[161] Fall 2014: https://www.youtube.com/playlist?list=PL7y-1rk2cCsDZCVz2xS7LrExqidHpJM3B

[162] Microsoft Research — Machine Learning Course: https://www.youtube.com/playlist?list=PL34iyE0uXtxo7vPXGFkmm6KbgZQwjf9Kf

[163] CS 446 — Machine Learning, Fall 2016, UIUC: http://l2r.cs.illinois.edu/~danr/Teaching/CS446-16/schedule.html

[164] Fall 2015 Lectures: https://www.youtube.com/playlist?list=PLQcasX5-oG91n10wPxeRh-45-8HATwc8W

[165] undergraduate machine learning at UBC 2012, Nando de Freitas: https://www.youtube.com/playlist?list=PLE6Wd9FR--Ecf_5nCbnSQMHqORpiChfJf

[166] CS 229 — Machine Learning — Stanford University: https://www.youtube.com/playlist?list=PLA89DCFA6ADACE599

[167] CS 189/289A Introduction to Machine Learning, Prof Jonathan Shewchuk — UCBerkeley: https://people.eecs.berkeley.edu/~jrs/189/

[168] CS 5350/6350 — Machine Learning, Fall 2016, University of Utah: https://www.youtube.com/playlist?list=PLbuogVdPnkCozRSsdueVwX7CF9N4QWL0B

[169] ECE 5984 Introduction to Machine Learning, Spring 2015 — Virginia Tech: https://filebox.ece.vt.edu/~s15ece5984/

[170] STA 4273H (Winter 2015): Large Scale Machine Learning: http://www.cs.toronto.edu/~rsalakhu/STA4273_2015/lectures.html

[171] CS 485/685 Machine Learning, Shai Ben-David, University of Waterloo: https://www.youtube.com/channel/UCR4_akQ1HYMUcDszPQ6jh8Q/videos

[172] Machine Learning and Data Mining — WS 2004 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/75/3164/

[173] CSEP 546, Data Mining — Pedro Domingos, Sp 2016 — University of Washington: https://courses.cs.washington.edu/courses/csep546/16sp/

[174] YouTube: https://www.youtube.com/playlist?list=PLTPQEx-31JXgtDaC6-3HxWcp7fq4N8YGr

[175] CS 5140/6140 — Data Mining, Spring 2016, University of Utah: https://www.cs.utah.edu/~jeffp/teaching/cs5140.html

[176] Youtube: https://www.youtube.com/playlist?list=PLbuogVdPnkCpXfb43Wvc7s5fXWzedwTPB

[177] CS 5955/6955 — Data Mining, University of Utah: http://www.cs.utah.edu/~jeffp/teaching/cs5955.html

[178] YouTube: https://www.youtube.com/channel/UCcrlwW88yMcXujhGjSP2WBg/videos

[179] Statistical Aspects of Data Mining (Stats 202) — Google: https://www.youtube.com/playlist?list=PLFE776F2C513A744E

[180] MOOC — Text Mining and Analytics by ChengXiang Zhai: https://www.youtube.com/playlist?list=PLLssT5z_DsK8Xwnh_0bjN4KNT81bekvtt

[181] Information Retrieval SS 2014, iTunes — HPI: https://itunes.apple.com/us/itunes-u/information-retrieval-ss-2014/id874200291

[182] MOOC — Data Mining with Weka: https://www.youtube.com/playlist?list=PLm4W7_iX_v4NqPUjceOGd-OKNVO4c_cPD

[183] CS 290 DataMining Lectures: https://www.youtube.com/playlist?list=PLB4CCA346A5741C4C

[184] CS246 — Mining Massive Data Sets, Winter 2016, Stanford University: https://web.stanford.edu/class/cs246/

[185] YouTube: https://www.youtube.com/channel/UC_Oao2FYkLAUlUVkBfze4jg/videos

[186] CS 6190 — Probabilistic Modeling, Spring 2016, University of Utah: https://www.youtube.com/playlist?list=PLbuogVdPnkCpvxdF-Gy3gwaBObx7AnQut

[187] 10-708 — Probabilistic Graphical Models, Carnegie Mellon University: http://www.cs.cmu.edu/~epxing/Class/10708-14/lecture.html

[188] Probabilistic Graphical Models, Daphne Koller, Stanford University: http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ProbabilisticGraphicalModels

[189] Deep learning at Oxford 2015 — Nando de Freitas: https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu

[190] DS-GA 1008 — Deep Learning, New York University: http://cilvr.cs.nyu.edu/doku.php?id=deeplearning2015:schedule

[191] Deep Learning, Stanford University: http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=DeepLearning

[192] Deep Learning — University of Waterloo: https://uwaterloo.ca/data-science/deep-learning

[193] Machine Learning 2013 — Nando de Freitas, UBC: https://www.youtube.com/playlist?list=PLE6Wd9FR--EdyJ5lbFl8UuGjecvVw66F6

[194] Machine Learning: 2014-2015, University of Oxford: https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/

[195] 10-702/36-702 — Statistical Machine Learning — Larry Wasserman, Spring 2016, CMU: http://www.stat.cmu.edu/~larry/=sml/

[196] Spring 2015: https://www.youtube.com/playlist?list=PLjbUi5mgii6BWEUZf7He6nowWvGne_Y8r

[197] 10-715 Advanced Introduction to Machine Learning — CMU: http://www.cs.cmu.edu/~bapoczos/Classes/ML10715_2015Fall/

[198] YouTube: https://www.youtube.com/playlist?list=PL4DwY1suLMkcu-wytRDbvBNmx57CdQ2pJ

[199] CS 224d — Deep Learning for Natural Language Processing, Stanford University: http://cs224d.stanford.edu/syllabus.html

[200] Lectures — Youtube: https://www.youtube.com/playlist?list=PLCJlDcMjVoEdtem5GaohTC1o9HTTFtK7_

[201] CS 224N — Natural Language Processing, Stanford University: https://www.youtube.com/playlist?list=PLgtM85Maly3n2Fp1gJVvqb0bTC39CPn1N

[202] MOOC: Natural Language Processing, Dan Jurafsky & Chris Manning — Coursera: https://www.youtube.com/playlist?list=PL6397E4B26D00A269

[203] MOOC — Natural Language Processing — Coursera, University of Michigan: https://www.youtube.com/playlist?list=PLLssT5z_DsK8BdawOVCCaTCO99Ya58ryR

[204] CS 231n — Convolutional Neural Networks for Visual Recognition, Stanford University: https://www.youtube.com/playlist?list=PLLvH2FwAQhnpj1WEB-jHmPuUeQ8mX-XXG

[205] Machine Learning for Computer Vision — TUM: https://www.youtube.com/playlist?list=PLTBdjV_4f-EIiongKlS9OKrBEp8QR47Wl

[206] CS 6955 — Clustering, Spring 2015, University of Utah: https://www.youtube.com/playlist?list=PLbuogVdPnkCpRvi-qSMCdOwyn4UYoPxTI

[207] Info 290 — Analyzing Big Data with Twitter, UC Berkeley school of information: http://www.ischool.berkeley.edu/newsandevents/audiovideo/webcast/21963

[208] 10-725 Convex Optimization: Spring 2015 — CMU: http://www.stat.cmu.edu/~ryantibs/convexopt-S15/

[209] 10-801 Advanced Optimization and Randomized Algorithms: https://www.youtube.com/playlist?list=PLjTcdlvIS6cjdA8WVXNIk56X_SjICxt0d

[210] CS 229r — Algorithms for Big Data, Harvard University: http://people.seas.harvard.edu/~minilek/cs229r/fall15/lec.html

[211] Youtube: https://www.youtube.com/playlist?list=PL2SOU6wwxB0v1kQTpqpuu5kEJo2i-iUyf

[212] CAM 383M — Statistical and Discrete Methods for Scientific Computing, University of Texas: http://granite.ices.utexas.edu/coursewiki/index.php/Main_Page

[213] Statistical Learning- Classification — University of Waterloo: https://uwaterloo.ca/data-science/statistical-learning-classification

[214] 9.520 — Statistical Learning Theory and Applications, Fall 2015 — MIT: https://www.youtube.com/playlist?list=PLyGKBDfnk-iDj3FBd0Avr_dLbrU8VG73O

[215] Reinforcement Learning — UCL: https://www.youtube.com/playlist?list=PLacBNHqv7n9gp9cBMrA6oDbzz_8JqhSKo

[216] CSE P 506 – Concurrency (Весна 2011) University of Washington: http://courses.cs.washington.edu/courses/csep506/11sp/Home.html

[217] Videos: http://courses.cs.washington.edu/courses/csep506/11sp/Videos.html

[218] CSEP 524 — Parallel Computation — University of Washington: http://courses.cs.washington.edu/courses/csep524/10sp/

[219] Videos: http://courses.cs.washington.edu/courses/csep524/10sp/lectures/video.html

[220] CS 282 (2014): Concurrent Java Network Programming in Android: https://www.youtube.com/playlist?list=PLZ9NgFYEMxp4KSJPUyaQCj7x--NQ6kvcX

[221] Concurrency Theory and Practice — WS 2010 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/3303/12101/

[222] Prof. Shiv Kalyanaraman's Online Audio and Video Lectures on Computer Networking: https://www.ecse.rpi.edu/homepages/koushik/shivkuma-teaching/video_index.html

[223] Audio/Video Recordings and Podcasts of Professor Raj Jain's Lectures — Washington University in St. Louis: http://www.cse.wustl.edu/~jain/videos.htm

[224] YouTube: https://www.youtube.com/user/ProfRajJain/playlists

[225] Computer Networks, Tanenbaum, Wetherall Computer Networks 5e — Video Lectures: http://media.pearsoncmg.com/ph/streaming/esm/tanenbaum5e_videonotes/tanenbaum_videoNotes.html

[226] U Washington MOOC: https://www.youtube.com/playlist?list=PLkHsKoi6eZnzJl1qTzmvBwTxrSJW4D2Jj

[227] CSEP 561: PMP Network Systems, Fall 2013 — University of Washington: http://courses.cs.washington.edu/courses/csep561/13au/

[228] Videos: http://courses.cs.washington.edu/courses/csep561/13au/video/

[229] CSEP 561 – Network Systems, Autumn 2008 — University of Washington: http://courses.cs.washington.edu/courses/csep561/08au/

[230] Videos: http://courses.cs.washington.edu/courses/csep561/08au/lectures/

[231] Introduction to Data Communications 2013, Steven Gordon — Thammasat University, Thailand: https://www.youtube.com/playlist?list=PLvifRcqOOwF8u4iC7hFTMVC_WD6SEpnkx

[232] Communication Systems — SS 2008 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/16/2825/

[233] Communication Systems (Telecommunication from ISDN/GSM to VoIP) — WS 2010 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/3003/10016/

[234] Internetworking — SS 2005 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/73/2764/

[235] Mobile Computing — WS 2004 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/82/2991/

[236] Network Algorithms — SS 2013 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/5103/15465/

[237] Telecommunication Systems — SS 2012 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/4509/13493/

[238] Wireless Sensor Networks — WS 2006 (English) — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/112/4172/

[239] MOOC Programming Mobile Applications for Android Handheld Systems — University of Maryland: https://www.youtube.com/playlist?list=PLkHsKoi6eZnwilGXUc95CqS7Vw4uLLDLG

[240] CS 193p — Developing Applications for iOS, Stanford University: https://itunes.apple.com/us/course/developing-ios-7-apps-for/id733644550

[241] CS S-76 Building Mobile Applications — Harvard: http://cs76.tv/2013/summer/

[242] CSSE490 Android Development Rose-Hulman Winter 2010-2011, Dave Fisher: https://www.youtube.com/playlist?list=PLF3EEB647F6B52F03

[243] iOS Course, Dave Fisher: https://www.youtube.com/playlist?list=PL96C635E4DCD393A8

[244] 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/

[245] 6.042J — Mathematics for Computer Science, Весна 15, MIT OCW: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/index.htm

[246] Computer Science 70, 001 — Fall 2012: https://www.youtube.com/playlist?list=PL1A2EBAC4283FE3EA

[247] 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/

[248] 10-600 Math Background for ML — CMU: https://www.youtube.com/playlist?list=PL7y-1rk2cCsA339crwXMWUaBRuLBvPBCg

[249] Linear Algebra Review — CMU: http://www.cs.cmu.edu/~zkolter/course/linalg/outline.html

[250] Statistics 110: Probability: https://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo

[251] 18.06 — Linear Algebra, Prof. Gilbert Strang, MIT OCW: https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/

[252] 36-705 — Intermediate Statistics — Larry Wasserman, CMU: http://www.stat.cmu.edu/~larry/=stat705/

[253] STATS 250 — Introduction to Statistics and Data Analysis, UMichigan: https://www.youtube.com/playlist?list=PL432AB57AF9F43D4F

[254] 131B — Introduction to Probability and Statistics, UCI: https://www.youtube.com/playlist?list=PLqOZ6FD_RQ7k-j-86QUC2_0nEu0QOP-Wy

[255] Multiple View Geometry — Lecture 1 (Prof. Daniel Cremers) TUM: https://www.youtube.com/playlist?list=PLTBdjV_4f-EJn6udZ34tht9EVIW7lbeo4

[256] The Probability and Statistics Full Course — YouTube: https://www.youtube.com/playlist?list=PLLssT5z_DsK_WYzNXVjT695FdxRxvlSF8

[257] A first course in Linear Algebra — N J Wildberger — UNSW: https://www.youtube.com/playlist?list=PL44B6B54CBF6A72DF

[258] CS 75 Building Dynamic Websites — Harvard University: http://cs75.tv/2012/summer/

[259] Web Search — SS 2006 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/110/423/

[260] CSEP545: Transaction Processing for E-Commerce, Winter 2012 — University of Washington: http://courses.cs.washington.edu/courses/csep545/12wi/

[261] Videos: http://courses.cs.washington.edu/courses/csep545/12wi/video/

[262] CT 310 Web Development — Colorado State University: https://www.cs.colostate.edu/~ct310/yr2016sp/home_progress.php

[263] Internet Technologies and Applications 2012, Steven Gordon — Thammasat University, Thailand: https://www.youtube.com/playlist?list=PLvifRcqOOwF9cfLMTE-42fiBsWvBsOEkS

[264] CSCI 3110 Advanced Topics in Web Development, Fall 2011 — ETSU iTunes: https://itunes.apple.com/WebObjects/MZStore.woa/wa/viewPodcast?id=454017618

[265] CSCI 5710 e-Commerce Implementation, Fall 2015 — ETSU iTunes: https://itunes.apple.com/us/itunes-u/e-commerce-implementation/id1020427670

[266] XML and Semantic Web-Technologies — SS 2005 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/114/4215/

[267] MOOC — Compilers — Stanford University: https://www.youtube.com/playlist?list=PLkHsKoi6eZnyEj2pz3R_ER7izlenSxP-I

[268] CS 164 Hack your language, UC Berkeley: https://sites.google.com/a/bodik.org/cs164/home

[269] Lectures — Youtube: https://www.youtube.com/playlist?list=PL3A16CFC42CA6EF4F

[270] CS 173 Programming Languages, Brown University: http://cs.brown.edu/courses/cs173/2012/Videos/

[271] Book: http://cs.brown.edu/courses/cs173/2012/book/

[272] CS 421 — Programming Languages and Compilers, UIUC: https://courses.engr.illinois.edu/cs421/fa2014/

[273] Videos: http://recordings.engineering.illinois.edu/ess/portal/section/631edaeb-2a33-4537-b7c8-0c1cba783a4f

[274] CSC 253 — CPython internals: A ten-hour codewalk through the Python interpreter source code, University of Rochester: http://pgbovine.net/cpython-internals.htm

[275] CSEP 501 — Compiler Construction, University of Washington: http://courses.cs.washington.edu/courses/csep501/09au/lectures/video.html

[276] Lectures — Youtube: https://www.youtube.com/playlist?list=PLTPQEx-31JXhfAWGnGzwbfhB2zUB7Jd4C

[277] CSEP 505 Programming Languages, Winter 2015 — University of Washington: http://courses.cs.washington.edu/courses/csep505/15wi/video/

[278] DMFP — Discrete Mathematics and Functional Programming, Wheaton College: http://cs.wheaton.edu/~tvandrun/dmfp/

[279] CS 374 — Algorithms & Models of Computation (Fall 2014), UIUC: https://courses.engr.illinois.edu/cs498374/fa2014/

[280] Lecture videos: http://recordings.engineering.illinois.edu/ess/portal/section/115f3def-7371-4e98-b72f-6efe53771b2a

[281] 6.045 Automata, Computability, and Complexity, MIT: https://stellar.mit.edu/S/course/6/sp15/6.045/materials.html

[282] Lecture Videos: http://stellar.mit.edu/S/course/6/sp15/6.045/special/videos/index.html

[283] CS581 Theory of Computation — Portland State University: http://web.cecs.pdx.edu/~harry/videos/

[284] Lectures — Youtube: https://www.youtube.com/playlist?list=PLbtzT1TYeoMjNOGEiaRmm_vMIwUAidnQz

[285] Theory of Computation — Fall 2011 UC Davis: https://www.youtube.com/playlist?list=PLslgisHe5tBM8UTCt1f66oMkpmjCblzkt

[286] TDA555 Introduction to Functional Programming — Chalmers University of Technology: http://www.cse.chalmers.se/edu/course/TDA555/index.html

[287] Lectures — YouTube: https://www.youtube.com/playlist?list=PLIQ9jYeUxhgqEnjey91yRTITaXqZQy3Ta

[288] Philip Wadler Haskell lecture recordings: https://www.youtube.com/playlist?list=PLtRG9GLtNcHBv4cuh2w1cz5VsgY6adoc3

[289] Functional Programming — University of Edinburgh — 2016-17: http://www.inf.ed.ac.uk/teaching/courses/inf1/fp/

[290] MOOC — Functional Programming Principles in Scala by Martin Odersky: https://www.coursera.org/learn/progfun1

[291] YouTube: https://www.youtube.com/user/afigfigueira/playlists?sort=dd&view=50&shelf_id=9

[292] How Computers Work — Aduni: http://aduni.org/courses/hcw/index.php?view=cw

[293] 6.004 — Computation Structures Весна 2013, MIT: https://www.youtube.com/playlist?list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-

[294] CS 61C — Machine Structures, UC Berkeley: http://www-inst.eecs.berkeley.edu/~cs61c/sp15/

[295] Lectures — YouTube: https://www.youtube.com/playlist?list=PL-XXv-cvA_iCl2-D-FS5mk0jFF6cYSJs_

[296] CS1: Higher Computing — Richard Buckland UNSW: https://www.youtube.com/playlist?list=PL6B940F08B9773B9F

[297] 18-447 — Introduction to Computer Architecture, CMU: http://www.ece.cmu.edu/~ece447/s14/doku.php?id=schedule

[298] Lectures — YouTube — Fall 15: https://www.youtube.com/playlist?list=PL5PHm2jkkXmgVhh8CHAu9N76TShJqfYDt

[299] CS 152 Computer Architecture and Engineering, UC Berkeley: https://www.youtube.com/playlist?list=PLkFD6_40KJIwEiwQx1dACXwh-2Fuo32qr

[300] CSEP 548 — Computer Architecture Autumn 2012 — University of Washington: http://courses.cs.washington.edu/courses/csep548/12au/video/index.html

[301] 15-418 — Parallel Computer Architecture and Programming, CMU: http://15418.courses.cs.cmu.edu/spring2015/

[302] Lecture Videos: https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22a5862643-2416-49ef-b46b-13465d1b6df0%22

[303] EE445L Embedded Systems Design Lab, Fall 2015, UTexas: https://www.youtube.com/playlist?list=PLyg2vmIzGxXGBxFu8nvX3KBadSdsNAvbA

[304] CS149 Embedded Systems — Fall 2014 — UCBerkeley: https://www.youtube.com/playlist?list=PL-XXv-cvA_iDq3FCoYLeUL-X-NUlT405n

[305] ECE 4760 Designing with Microcontrollers Fall 2016, Cornell University: http://people.ece.cornell.edu/land/courses/ece4760/

[306] Lectures — Youtube: https://www.youtube.com/playlist?list=PLKcjQ_UFkrd4I5WOIxHEYZ7iY04lj15Ez

[307] CS 267 Applications of Parallel Computers, Весна 16 — UC Berkeley: https://people.eecs.berkeley.edu/~demmel/cs267_Spr16/

[308] YouTube: https://www.youtube.com/playlist?list=PLkFD6_40KJIzSfxr35ZT59-LZcibZmfp2

[309] CMPE 118/L(218/L) — Mechatronics — Fall 2015: https://classes.soe.ucsc.edu/cmpe118/Fall15/

[310] Software Engineering for Embedded Systems — WS 2010/11 — iTunes — HPI: https://itunes.apple.com/us/itunes-u/software-engineering-for-embedded/id429175114

[311] ELEC2141 Digital Circuit Design, UNSW: https://www.youtube.com/playlist?list=PLB52B8F4E464CEEF7

[312] 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/

[313] CSEP590A: Practical Aspects of Modern Cryptography, Winter 2011 — University of Washington: http://courses.cs.washington.edu/courses/csep590a/11wi/

[314] Videos: http://courses.cs.washington.edu/courses/csep590a/11wi/video/

[315] CIS 4930/ CIS 5930 — Offensive Computer Security, Florida State University: http://www.cs.fsu.edu/~redwood/OffensiveComputerSecurity/lectures.html

[316] 18-636 Browser Security, Stanford: https://courseware.stanford.edu/pg/courses/334553/18636-spring-2013

[317] Internet Security — Weaknesses and Targets (WT 2015/16): https://www.tele-task.de/archive/series/overview/1084/

[318] WT 2012/13: https://www.tele-task.de/archive/series/overview/921/

[319] YouTube: https://www.youtube.com/playlist?list=PLVWVhkyKd-7taP50fB9PeZ2W_EPTOLD8o

[320] IT Security, Steven Gordon — Thammasat University, Thailand: https://www.youtube.com/playlist?list=PLvifRcqOOwF9-XSGfm-3uA9DfF7plasCF

[321] Security and Cryptography, Steven Gordon — Thammasat University, Thailand: https://www.youtube.com/playlist?list=PLvifRcqOOwF-z2sfMb3w0uQzd7PfaLFlU

[322] Web Security — SS 2008 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/111/4163/

[323] CS461/ECE422 — Computer Security — University of Illinois at Urbana-Champaign: https://courses.engr.illinois.edu/cs461/sp2016/

[324] Videos: https://recordings.engineering.illinois.edu:8443/ess/portal/section/8a560718-345a-417a-b665-6bd375a71ee2

[325] CS 5630/6630 — Visualization, Fall 2016, University of Utah: http://dataviscourse.net/2016/index.html

[326] Lectures — Youtube: https://www.youtube.com/playlist?list=PLbuogVdPnkCpQY3miQpTJtnHgCLze2lr0

[327] Advanced Visualization UC Davis: https://www.youtube.com/playlist?list=PLslgisHe5tBNnySlj9TlL-n-4jNEK-xgi

[328] Computer Graphics Fall 2011: https://www.youtube.com/playlist?list=PL9C949E9F19381E61

[329] Introduction to Graphics Architecture: https://www.youtube.com/playlist?list=PL4A8BA1C3B38CFCA0

[330] CS184 Computer Graphics, Fall 2012 — UC Berkeley: http://inst.eecs.berkeley.edu/~cs184/fa12/onlinelectures.html

[331] EE225B Digital Image Processing, Весна 2014 — UC Berkeley: https://inst.eecs.berkeley.edu/~ee225b/sp14/

[332] Videos — Весна 2006: http://www-video.eecs.berkeley.edu/~avz/video_225b.html

[333] EE637: Digital Image Processing I — Purdue University: https://engineering.purdue.edu/~bouman/ece637/

[334] Videos — Sp 2011 : https://www.youtube.com/user/ModelBasedImaging

[335] Videos — Sp 2007: https://engineering.purdue.edu/~bouman/ece637/lectures/lectures07/

[336] Image Processing and Analysis UC Davis: https://www.youtube.com/playlist?list=PLA64AFAE28B8DD0FD

[337] CAP 5415 — Computer Vision, University of Central Florida: http://crcv.ucf.edu/courses/CAP5415/Fall2014/index.php

[338] Lecture: Variational Methods for Computer Vision (Prof. D. Cremers) TUM: https://www.youtube.com/playlist?list=PLTBdjV_4f-EJ7A2iIH5L5ztqqrWYjP2RI

[339] Introduction to Vision and Robotics: http://groups.inf.ed.ac.uk/vision/VIDEO/2015/ivr.htm

[340] EENG 512 / CSCI 512 — Computer Vision — Colorado School of Mines: http://inside.mines.edu/~whoff/courses/EENG512/lectures/

[341] CS147: Introduction to Human-Computer Interaction Design — Stanford: http://hci.stanford.edu/courses/cs147/2015/au/calendar.php

[342] CSEP 510: Human Computer Interaction: http://courses.cs.washington.edu/courses/csep510/04wi/

[343] Programming for Designers — COMP1400-T2 (2010) — UNSW: https://www.youtube.com/playlist?list=PL9444191613E018CC

[344] Skiena's Computational Biology Lectures: http://www.algorist.com/computational_biology/

[345] 6.802J/ 6.874J Foundations of Computational and Systems Biology — MIT OCW: https://ocw.mit.edu/courses/biology/7-91j-foundations-of-computational-and-systems-biology-spring-2014/video-lectures/

[346] Bioinformatic II — WS 2010 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/3013/10069/

[347] Skiena's Computational Finance Lectures: http://www.algorist.com/computational_finance/index.html

[348] AM 207 — Monte Carlo Methods and Stochastic Optimization, Harvard University: http://am207.github.io/2016/index.html

[349] CS 223A — Introduction to Robotics, Stanford University: http://see.stanford.edu/see/courseinfo.aspx?coll=86cc8662-f6e4-43c3-a1be-b30d1d179743

[350] CS 3152 — Introduction to Computer Game Development, Cornell University: http://www.cs.cornell.edu/courses/CS3152/2014sp/lectures/index.php

[351] Open Sourced Elective: Database and Rails — Intro to Ruby on Rails, University of Texas: http://www.schneems.com/ut-rails/

[352] Lectures — Youtube: https://www.youtube.com/playlist?list=PL7A85FD7803A8CB1F

[353] SCICOMP — An Introduction to Efficient Scientific Computation, Universität Bremen: http://mlecture.uni-bremen.de/ml/index.php?option=com_content&view=article&id=233

[354] Lectures — Youtube: https://www.youtube.com/user/fillwithlight/videos

[355] 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/

[356] Lecture: Visual Navigation for Flying Robots — TUM: https://www.youtube.com/playlist?list=PLTBdjV_4f-EKeki5ps2WHqJqyQvxls4ha

[357] CS E-259 XML with Java, Java Servlet, and JSP — Harvard: http://cs259.tv/2007/fall/

[358] CSE 40373 — Spr 2009: Multimedia Systems: https://www.youtube.com/view_play_list?p=0105F1427EFAEE0A

[359] Exposing Digital Photography — Harvard Extension School: http://tv.digitalphotography.exposed/2010/fall/

[360] XML and Databases — WS 2011 — Universität Freiburg: https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/4006/12519/

[361] Источник: https://habrahabr.ru/post/315724/?utm_source=habrahabr&utm_medium=rss&utm_campaign=best

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