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Adding 88 NPTEL Computer Science & Engineering courses

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Developer-Y 2016-12-11 04:02:18 +05:30 zatwierdzone przez GitHub
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@ -62,7 +62,9 @@ Courses
- [CS105: Great Insights in Computer Science (Spring 2007) - Rutgers, The State University of New Jersey](https://itunes.apple.com/us/course/cs105-great-insights-in-computer/id698728833)
- [CS110-Introduction to Computing, Fall 2011 - Rutgers, The State University of New Jersey](https://itunes.apple.com/us/course/cs110-introduction-to-computing/id681331934)
- [Computer Programming: Skills and Concepts 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/cp.htm)
- [Introduction to Problem Solving and Programming - IIT Kanpur](http://nptel.ac.in/courses/106104074/)
- [Introduction to programming in C - IIT Kanpur](http://nptel.ac.in/courses/106104128/)
- [Programming in C++ - IIT Kharagpur](http://nptel.ac.in/courses/106105151/)
------
@ -106,6 +108,18 @@ Courses
- [Theory I - SS 2010 - Universität Freiburg](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/2103/8701/)
- [6.889: Algorithms for Planar Graphs and Beyond (Fall 2011) MIT](http://courses.csail.mit.edu/6.889/fall11/lectures/)
- [6.890 Algorithmic Lower Bounds: Fun with Hardness Proofs - MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-890-algorithmic-lower-bounds-fun-with-hardness-proofs-fall-2014/)
- [Data Structures And Algorithms - IIT Delhi](http://nptel.ac.in/courses/106102064/)
- [Design and Analysis of Algorithms - IIT Bombay](http://nptel.ac.in/courses/106101060/)
- [Programming, Data Structures and Algorithms - IIT Madras](http://nptel.ac.in/courses/106106127/)
- [Design and Analysis of Algorithms - IIT Madras](http://nptel.ac.in/courses/106106131/)
- [Fundamental Algorithms:Design and Analysis - IIT Kharagpur](http://nptel.ac.in/courses/106105157/)
- [Programming and Data Structure - IIT Kharagpur](http://nptel.ac.in/courses/106105085/)
- [Programming, Data structures and Algorithms - IIT Madras](http://nptel.ac.in/courses/106106133/)
- [Programming, Data Structures and Algorithms in Python - IIT Madras](http://nptel.ac.in/courses/106106145/)
- [Programming and Data structures (PDS) - IIT Madras](http://nptel.ac.in/courses/106106130/)
- [Computer Algorithms - 2 - IIT Kanpur](http://nptel.ac.in/courses/106104019/)
- [Parallel Algorithm - IIT Kanpur](http://nptel.ac.in/courses/106104120/)
- [Graph Theory - IISC Bangalore](http://nptel.ac.in/courses/106108054/)
---------------------------------
@ -133,6 +147,11 @@ Courses
- [Software Engineering for Self Adaptive Systems - iTunes - HPI](https://itunes.apple.com/us/itunes-u/software-engineering-for-self/id993578475)
- [Real-Time Systems - SS 2013 - Universität Freiburg](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/5201/15648/)
- [System Infrastructure For Data Science - WS 2012 - Universität Freiburg](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/4808/14532/)
- [Introduction to Operating Systems - IIT Madras](http://nptel.ac.in/courses/106106144/)
- [Performance Evaluation of Computer Systems - IIT Madras](http://nptel.ac.in/courses/106106048/)
- [Real Time Systems - IIT Kharagpur](http://nptel.ac.in/courses/106105036/)
- [Storage Systems - IISC Bangalore](http://nptel.ac.in/courses/106108058/)
- [System Analysis and Design - IISC Bangalore](http://nptel.ac.in/courses/106108102/)
-----------------------------
@ -165,6 +184,8 @@ Courses
- [Database Management Systems, Aduni](http://aduni.org/courses/databases/index.php?view=cw)
- [FIT9003 Database Systems Design - Monash University](https://itunes.apple.com/us/podcast/fit9003-database-systems-design/id306569364)
- [D4M: Signal Processing on Databases](https://ocw.mit.edu/resources/res-ll-005-d4m-signal-processing-on-databases-fall-2012/lecture-notes-and-class-videos/)
- [Database Design - IIT Madras](http://nptel.ac.in/courses/106106093/)
- [Fundamentals of Database Systems - IIT Kanpur](http://nptel.ac.in/courses/106104135/)
------------------------------
@ -187,6 +208,8 @@ Courses
- [Informatics 1: Object-Oriented Programming 2014/15- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf1op.htm)
- [Software Engineering with Objects and Components 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/seoc.htm)
- [Informatics 2C - Software Engineering 2014/15- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf2SE.htm)
- [Object-Oriented Analysis and Design - IIT Kharagpur](http://nptel.ac.in/courses/106105153/)
- [Software Engineering - IIT Bombay](http://nptel.ac.in/courses/106101061/)
------------------------------
@ -195,6 +218,10 @@ Courses
- [6.034 Artificial Intelligence, MIT OCW](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/)
- [15-780: Graduate Artificial Intelligence, Spring 14, CMU](http://www.cs.cmu.edu/~zkolter/course/15-780-s14/lectures.html)
- [CSE 592 Applications of Artificial Intelligence, Winter 2003 - University of Washington](http://courses.cs.washington.edu/courses/csep573/03wi/lectures/index.htm)
- [Artificial Intelligence - IIT Kharagpur](http://nptel.ac.in/courses/106105077/)
- [Artificial Intelligence - IIT Madras](http://nptel.ac.in/courses/106106126/)
- [Artificial Intelligence(Prof.P.Dasgupta) - IIT Kharagpur](http://nptel.ac.in/courses/106105079/)
- [Artificial Intelligence: Knowledge Representation and Reasoning - IIT Madras](http://nptel.ac.in/courses/106106140/)
- [MOOC: Intro to Artificial Intelligence - Udacity](https://www.youtube.com/playlist?list=PLAwxTw4SYaPlqMkzr4xyuD6cXTIgPuzgn)
- [MOOC: Artificial Intelligence for Robotics - Udacity](https://www.youtube.com/playlist?list=PLAwxTw4SYaPkCSYXw6-a_aAoXVKLDwnHK)
- [Advanced AI Techniques - WS 2005 - Universität Freiburg](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/1/349/) ([WS 2004](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/2/335/))
@ -226,6 +253,11 @@ Courses
- [Machine Learning and Pattern Recognition 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/mlpr.htm)
- [Introductory Applied Machine Learning 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/iaml.htm)
- [Pattern Recognition Class (2012)- Universität Heidelberg](https://www.youtube.com/playlist?list=PLuRaSnb3n4kRDZVU6wxPzGdx1CN12fn0w)
- [Introduction to Machine Learning - IIT Kharagpur](http://nptel.ac.in/courses/106105152/)
- [Introduction to Machine Learning - IIT Madras](http://nptel.ac.in/courses/106106139/)
- [Pattern Recognition - IISC Bangalore](http://nptel.ac.in/courses/117108048/)
- [Pattern Recognition and Application - IIT Kharagpur](http://nptel.ac.in/courses/117105101/)
- [Pattern Recognition - IIT Madras](http://nptel.ac.in/courses/106106046/)
- **Data Mining**
- [CSEP 546, Data Mining - Pedro Domingos, Sp 2016 - University of Washington](https://courses.cs.washington.edu/courses/csep546/16sp/) ([YouTube](https://www.youtube.com/playlist?list=PLTPQEx-31JXgtDaC6-3HxWcp7fq4N8YGr))
- [CS 5140/6140 - Data Mining, Spring 2016, University of Utah](https://www.cs.utah.edu/~jeffp/teaching/cs5140.html) ([Youtube](https://www.youtube.com/playlist?list=PLbuogVdPnkCpXfb43Wvc7s5fXWzedwTPB))
@ -241,6 +273,7 @@ Courses
- [Data 8: Foundations of Data Science, UC Berkeley](http://data8.org/fa16/)
- [CS 109 Data Science, Harvard University](http://cs109.github.io/2015/pages/videos.html) ([YouTube](https://www.youtube.com/playlist?list=PLb4G5axmLqiuneCqlJD2bYFkBwHuOzKus))
- [AM 207 - Stochastic Methods for Data Analysis, Inference and Optimization, Harvard University](http://am207.github.io/2016/index.html)
- [Algorithms for Big Data - IIT Madras](http://nptel.ac.in/courses/106106142/)
- **Probabilistic Graphical Modeling**
- [MOOC: Probabilistic Graphical Models - Coursera](https://www.youtube.com/playlist?list=PLvfF4UFg6Ejj6SX-ffw-O4--SPbB9P7eP)
- [CS 6190 - Probabilistic Modeling, Spring 2016, University of Utah](https://www.youtube.com/playlist?list=PLbuogVdPnkCpvxdF-Gy3gwaBObx7AnQut)
@ -255,6 +288,7 @@ Courses
- [MOOC: Neural Networks for Machine Learning — Geoffrey Hinton 2016 - Coursera](https://www.youtube.com/playlist?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9)
- [Deep Learning - University of Waterloo](https://uwaterloo.ca/data-science/deep-learning)
- [Neural networks class - Université de Sherbrooke](http://info.usherbrooke.ca/hlarochelle/neural_networks/content.html) ([YouTube](https://www.youtube.com/playlist?list=PL6Xpj9I5qXYEcOhn7TqghAJ6NAPrNmUBH))
- [Neural Networks and Applications - IIT Kharagpur](http://nptel.ac.in/courses/117105084/)
- **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/)
@ -272,6 +306,7 @@ Courses
- [Informatics 2A - Processing Formal and Natural Languages 2016-17 - University of Edinburgh](http://www.inf.ed.ac.uk/teaching/courses/inf2a/schedule.html)
- [Computational Cognitive Science 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/ccs.htm)
- [Accelerated Natural Language Processing 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/anlp.htm)
- [Natural Language Processing - IIT Bombay](http://nptel.ac.in/courses/106101007/)
- **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://blogs.ischool.berkeley.edu/i290-abdt-s12/) ([YouTube](https://www.youtube.com/playlist?list=PLE8C1256A28C1487F))
@ -287,6 +322,7 @@ Courses
- [10-725 Optimization Fall 2012 - CMU](http://www.cs.cmu.edu/~ggordon/10725-F12/schedule.html)
- [10-801 Advanced Optimization and Randomized Methods - CMU](http://www.cs.cmu.edu/~suvrit/teach/aopt.html) ([YouTube](https://www.youtube.com/playlist?list=PLjTcdlvIS6cjdA8WVXNIk56X_SjICxt0d))
- [Reinforcement Learning 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/rl.htm)
- [Reinforcement Learning - IIT Madras](http://nptel.ac.in/courses/106106143/)
------------------------------
@ -316,6 +352,16 @@ Courses
- [Wireless Sensor Networks - WS 2006 (English) - Universität Freiburg](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/112/4172/)
- [Introduction to Complex Networks - RIT](https://www.youtube.com/playlist?list=PLE9AAD550EA21F3DC)
- [Structural Analysis and Visualization of Networks](http://www.leonidzhukov.net/hse/2015/networks/)
- [Computer Networks - IIT Kharagpur](http://nptel.ac.in/courses/106105081/)
- [Data Communication - IIT Kharagpur](http://nptel.ac.in/courses/106105082/)
- [Error Correcting Codes - IISC Bangalore](http://nptel.ac.in/courses/117108044/)
- [Information Theory and Coding - IIT Bombay](http://nptel.ac.in/courses/117101053/)
- [Complex Network : Theory and Application - IIT Kharagpur](http://nptel.ac.in/courses/106105154/)
- [Advanced 3G and 4G Wireless Mobile Communications - IIT Kanpur](http://nptel.ac.in/courses/117104099/)
- [Broadband Networks: Concepts and Technology - IIT Bombay](http://nptel.ac.in/courses/117101050/)
- [Coding Theory - IIT Madras](http://nptel.ac.in/courses/117106031/)
- [Digital Communication - IIT Bombay](http://nptel.ac.in/courses/117101051/)
- [Digital Voice & Picture Communication - IIT Kharagpur](http://nptel.ac.in/courses/117105081/)
-------------------------------
@ -330,6 +376,7 @@ Courses
- [CSSE490 Android Development Rose-Hulman Winter 2010-2011, Dave Fisher](https://www.youtube.com/playlist?list=PLF3EEB647F6B52F03)
- [iOS Course, Dave Fisher](https://www.youtube.com/playlist?list=PL96C635E4DCD393A8)
- [Developing iPad Applications for Visualization and Insight - Carnegie Mellon University](https://itunes.apple.com/us/course/developing-ipad-applications/id499050344)
- [Mobile Computing - IIT Madras](http://nptel.ac.in/courses/106106147/)
-------------------------
@ -355,12 +402,17 @@ Courses
- [Introduction to Numerical Analysis I - NCSU](http://www4.ncsu.edu/~ctk/ma580.html)
- [INTRODUCTION TO MATRIX ALGEBRA](http://ma.mathforcollege.com/youtube/index.html)
- [DISCRETE MATHEMATICS AND MATHEMATICAL REASONING 2015/16- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/dmmr.htm)
- [Discrete Mathematical Structures - IIT Madras](http://nptel.ac.in/courses/106106094/)
- [Combinatorics - IISC Bangalore](http://nptel.ac.in/courses/106108051/)
- [Probability and Random Processes - IIT Kharagpur](http://nptel.ac.in/courses/117105085/)
-------------------------
### Web Programming and Internet Technologies
- [Web Design Decal - HTML/CSS/JavaScript Course, University of California, Berkeley](http://live.wdd.io/)
- [CS 75 Building Dynamic Websites - Harvard University](http://cs75.tv/2012/summer/)
- [Internet Technology - IIT Kharagpur](http://nptel.ac.in/courses/106105084/)
- [Introduction to Modern Application Development - IIT Madras](http://nptel.ac.in/courses/106106156/)
- [CSE 199 : How the Internet Works, Fall 2016 - University of Buffalo](https://www.youtube.com/playlist?list=PLk97mPCd8nvbxGGfkYkBXrSEvpTc1xTF8)
- [Web Search - SS 2006 - Universität Freiburg](https://electures.informatik.uni-freiburg.de/portal/web/guest/detail/-/modulnavigation/view/110/423/)
- [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/))
@ -405,6 +457,15 @@ Courses
- [2016 Lectures](https://www.cs.uoregon.edu/research/summerschool/summer16/curriculum.php)
- [Inf1: Computation and Logic 2015 - University of Edinburgh](http://www.inf.ed.ac.uk/teaching/courses/inf1/cl/)
- [INFORMATICS 1: FUNCTIONAL PROGRAMMING - University of Edinburgh](http://www.inf.ed.ac.uk/teaching/courses/inf1/fp/) ([Videos](http://groups.inf.ed.ac.uk/vision/VIDEO/2015/inf1fp.htm))
- [Compiler Design - IISC Bangalore](http://nptel.ac.in/courses/106108052/)
- [Compiler Design - IIT Kanpur](http://nptel.ac.in/courses/106104123/)
- [Principles of Programming Languages - IIT Delhi](http://nptel.ac.in/courses/106102067/)
- [Principles of Compiler Design - IISC Bangalore](http://nptel.ac.in/courses/106108113/)
- [Functional Programming in Haskell - IIT Madras](http://nptel.ac.in/courses/106106137/)
- [Theory of Computation - IIT Kanpur](http://nptel.ac.in/courses/106104148/)
- [Theory of Automata, Formal Languages and Computation - IIT Madras](http://nptel.ac.in/courses/106106049/)
- [Theory of Computation - IIT Kanpur](http://nptel.ac.in/courses/106104028/)
- [Logic for CS - IIT Delhi](http://nptel.ac.in/courses/106102013/)
-------------------------------
@ -433,6 +494,18 @@ Courses
- [INFORMATICS 2C - INTRODUCTION TO COMPUTER SYSTEMS (AUTUMN 2016) - University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2014/inf2c-cs.htm)
- [ECE 498AL: Programming Massively Parallel Processors](https://nanohub.org/resources/7225)
- [Parallel Architectures 2012/13- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2012/pa.htm)
- [Digital Computer Organization - IIT Kharagpur](http://nptel.ac.in/courses/117105078/)
- [Computer Organization - IIT Madras](http://nptel.ac.in/courses/106106092/)
- [Computer Architecture - IIT Delhi](http://nptel.ac.in/courses/106102062/)
- [Computer Architecture - IIT Kanpur](http://nptel.ac.in/courses/106104122/)
- [Computer Architecture - IIT Madras](http://nptel.ac.in/courses/106106134/)
- [High Performance Computer Architecture - IIT Kharagpur](http://nptel.ac.in/courses/106105033/)
- [High Performance Computing - IISC Bangalore](http://nptel.ac.in/courses/106108055/)
- [Parallel Computing - IIT Delhi](http://nptel.ac.in/courses/106102114/)
- [ARM Based Development - IIT Madras](http://nptel.ac.in/courses/117106111/)
- [Digital Systems Design - IIT Kharagpur](http://nptel.ac.in/courses/117105080/)
- [Embedded Software Testing - IIT Madras](http://nptel.ac.in/courses/117106112/)
- [Embedded Systems - IIT Delhi](http://nptel.ac.in/courses/108102045/)
-------
@ -451,6 +524,11 @@ Courses
- [Introduction to Cryptography, Christof Paar - Ruhr University Bochum, Germany](https://www.youtube.com/playlist?list=PLwJWuZfL_Ga2KJrTf9hOIgAQWkSpn9RNm)
- [ECS235B Foundations of Computer and Information Security - UC Davis](https://itunes.apple.com/us/itunes-u/computer-science-foundations/id389259109)
- [ICS 444: Computer & Network Security](https://www.youtube.com/playlist?list=PLciCszvvRCTV09wIXJwiPmYF7thHiq4En)
- [Cryptography and Network Security - IIT Kharagpur](http://nptel.ac.in/courses/106105031/)
- [Information Security - II - IIT Madras](http://nptel.ac.in/courses/106106141/)
- [Introduction to Cryptology - IIT ROORKEE](http://nptel.ac.in/courses/106107155/)
- [Introduction to Information Security I - IIT Madras](http://nptel.ac.in/courses/106106129/)
- [Privacy and Security in Online Social Networks - IIT Madras](http://nptel.ac.in/courses/106106146/)
-------
@ -466,7 +544,10 @@ Courses
- [CS184 Computer Graphics, Fall 2012 - UC Berkeley](http://inst.eecs.berkeley.edu/~cs184/fa12/onlinelectures.html)
- [Ray Tracing for Global Illumination, UCDavis](https://www.youtube.com/playlist?list=PLslgisHe5tBPckSYyKoU3jEA4bqiFmNBJ)
- [Rendering / Ray Tracing Course, SS 2015 - TU Wien](https://www.youtube.com/playlist?list=PLujxSBD-JXgnGmsn7gEyN28P1DnRZG7qi)
- [ECS 178 Introduction to Geometric Modeling, Fall 2012, UC Davis](http://graphics.cs.ucdavis.edu/~joy/ecs178/Units.html) ([iTunes](https://itunes.apple.com/us/itunes-u/computer-science-introduction/id389259246?mt=10))
- [ECS 178 Introduction to Geometric Modeling, Fall 2012, UC Davis](http://graphics.cs.ucdavis.edu/~joy/ecs178/Units.html) ([iTunes](https://itunes.apple.com/us/itunes-u/computer-science-introduction/id389259246))
- [Computer Graphics - IIT Madras](http://nptel.ac.in/courses/106106090/)
- [Computational Geometry - IIT Delhi](http://nptel.ac.in/courses/106102011/)
- [Introduction to Computer Graphics - IIT Delhi](http://nptel.ac.in/courses/106102065/)
-------
@ -490,6 +571,8 @@ Courses
- [Photogrammetry Course - 2015/16 - University of Bonn, Germany](https://www.youtube.com/playlist?list=PLgnQpQtFTOGRsi5vzy9PiQpNWHjq-bKN1)
- [MOOC: Digital Image procesing - Duke/Coursera](https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A79y1StvUUqgyL-O0fZh2rs)
- [MOOC: Introduction to Computer Vision - Udacity](https://www.youtube.com/playlist?list=PLAwxTw4SYaPnbDacyrK_kB_RUkuxQBlCm)
- [Biometrics - IIT Kanpur](http://nptel.ac.in/courses/106104119/)
- [Digital Image Processing - IIT Kharagpur](http://nptel.ac.in/courses/117105079/)
--------------------------------
### Computational Biology
@ -550,5 +633,9 @@ Courses
- [Innovative Computing - Harvard University](https://www.youtube.com/course?list=ECE3E96113F544495A)
- [Informatics 1: Data & Analysis 2014/15- University of Edinburgh](http://groups.inf.ed.ac.uk/vision/VIDEO/2014/da.htm)
- [MAP6264 - Queueing Theory - FAU](https://vimeo.com/album/171324/)
- [Linux Programming & Scripting - IIT Madras](http://nptel.ac.in/courses/117106113/)
- [Model Checking - IIT Madras](http://nptel.ac.in/courses/106106136/)
- [Software Testing - IIT Kharagpur](http://nptel.ac.in/courses/106105150/)
- [Virtual Reality - IIT Madras](http://nptel.ac.in/courses/106106138/)
-------------------------