- [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/)
- [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/)
- [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/)
- [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)
- [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/)
- [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)
- [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/))
- [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))
- [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)
- [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)
Developer-Y
8 years ago
committed by
GitHub