# Computer Science and Engineering ## References - [MIT Open Courseware](http://ocw.mit.edu/courses/#electrical-engineering-and-computer-science) - [Google - Guide for Technical Development](https://www.google.com/about/careers/students/guide-to-technical-development.html) - [Coursera](https://www.coursera.org/) ## Topics - [Computer Science](#computer-science) - [Software Testing](#software-testing) - [Math](#math) - [Operating Systems](#operating-systems) - [Networks](#networks) - [Databases](#databases) - [Cryptography](#cryptography) - [Compilers](#compilers) - [Artificial Intelligence](#artificial-intelligence) - [Machine Learning](#machine-learning) - [Natural Language Processing](#natural-language-processing) - [Robotics](#robotics) - [Graphs](#graphs) - [Data Mining](#data-mining) - [Parallel Programming](#parallel-programming) - [Programming Languages](#programming-languages) - [Others](#others) ### Computer Science 1. [Introduction to Computer Science and Programming](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) - [⎙]() 1. [Structure and Interpretation of Computer Programs](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-001-structure-and-interpretation-of-computer-programs-spring-2005/) - [⎙]() 1. [Elements of Software Construction](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-005-elements-of-software-construction-fall-2011/) - [⎙]() 1. [Introduction to Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) - [⎙]() 1. [Design and Analysis of Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012/) - [⎙]() 1. [Computer System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-033-computer-system-engineering-spring-2009/) - [⎙]() 1. [Computer Language Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-spring-2010/) - [⎙]() 1. [Great Ideas in Theoretical Computer Science](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-080-great-ideas-in-theoretical-computer-science-spring-2008/) - [⎙]() 1. [Performance Engineering of Software Systems](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-172-performance-engineering-of-software-systems-fall-2010/) - [⎙]() 1. [Engineering Innovation and Design](http://ocw.mit.edu/courses/engineering-systems-division/esd-051j-engineering-innovation-and-design-fall-2012/) - [⎙]() 1. [Principles of Computer System Design: An Introduction](http://ocw.mit.edu/resources/res-6-004-principles-of-computer-system-design-an-introduction-spring-2009/) - [⎙]() 1. [How to Process, Analyze and Visualize Data](http://ocw.mit.edu/resources/res-6-009-how-to-process-analyze-and-visualize-data-january-iap-2012/) - [⎙]() 1. [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) - [⎙]() 1. [Advanced Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-854j-advanced-algorithms-fall-2008/) - [⎙]() 1. [Distributed Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-852j-distributed-algorithms-fall-2009/) - [⎙]() ### Software Testing 1. [Software Testing](https://www.udacity.com/course/software-testing--cs258) - [⎙]() 1. [Software Debugging](https://www.udacity.com/course/software-debugging--cs259) - [⎙]() ### Math 1. [Mathematics for Computer Science](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/) - [⎙]() ### Operating Systems 1. [Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/) - [⎙]() 1. [Operating Systems and System Programming](https://www.youtube.com/watch?v=XgQo4JkN4Bw&list=PL3289DD0D0F0CD4A3) - [⎙]() ### Networks 1. [Networks](http://ocw.mit.edu/courses/economics/14-15j-networks-fall-2009/) - [⎙]() 1. [Network and Computer Security](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-857-network-and-computer-security-spring-2014/) - [⎙]() 1. [Network Optimization](http://ocw.mit.edu/courses/sloan-school-of-management/15-082j-network-optimization-fall-2010/) - [⎙]() ### Databases 1. [Database Systems](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-830-database-systems-fall-2010/) - [⎙]() 1. [Database, Internet, and Systems Integration Technologies](http://ocw.mit.edu/courses/civil-and-environmental-engineering/1-264j-database-internet-and-systems-integration-technologies-fall-2013/) - [⎙]() ### Cryptography 1. [Cryptography I](https://www.coursera.org/course/crypto) - [⎙]() 1. [Applied Cryptography](https://www.udacity.com/course/applied-cryptography--cs387) - [⎙]() ### Compilers 1. [Compilers](https://www.coursera.org/course/compilers) - [⎙]() ### Artificial Intelligence 1. [Artificial Intelligence](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) - [⎙]() ### Machine Learning 1. [Practical Machine Learning](https://www.coursera.org/course/predmachlearn) - [⎙]() 1. [Machine Learning](https://www.coursera.org/learn/machine-learning) - [⎙]() 1. [Neural Networks for Machine Learning](https://www.coursera.org/course/neuralnets) - [⎙]() ### Natural Language Processing 1. [Natural Language Processing](https://www.coursera.org/course/nlangp) - [⎙]() 1. [Natural Language Processing](https://www.coursera.org/course/nlp) - [⎙]() ### Robotics ### Graphs ### Data Mining 1. [Data Mining](https://www.coursera.org/specialization/datamining/20?utm_medium=catalog) - [⎙]() ### Parallel Programming 1. [Parallel Computing](http://ocw.mit.edu/courses/mathematics/18-337j-parallel-computing-fall-2011/) - [⎙]() 1. [Heterogeneous Parallel Programming](https://www.coursera.org/course/hetero) - [⎙]() ### Programming Languages 1. [Practical Programming in C](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-087-practical-programming-in-c-january-iap-2010/) - [⎙]() 1. [Introduction to C Memory Management and C++ Object-Oriented Programming](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-088-introduction-to-c-memory-management-and-c-object-oriented-programming-january-iap-2010/) - [⎙]() 1. [Effective Programming in C and C++](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-s096-effective-programming-in-c-and-c-january-iap-2014/) - [⎙]() ### Others 1. [Automata, Computability, and Complexity](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-045j-automata-computability-and-complexity-spring-2011/) - [⎙]() 1. [Computational Biology: Genomes, Networks, Evolution](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-047-computational-biology-genomes-networks-evolution-fall-2008/) - [⎙]() 1. [Creating Video Games](http://ocw.mit.edu/courses/comparative-media-studies-writing/cms-611j-creating-video-games-fall-2013/) - [⎙]() 1. [Computer Graphics](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-837-computer-graphics-fall-2012/) - [⎙]() 1. [User Interface Design and Implementation](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-831-user-interface-design-and-implementation-spring-2011/) - [⎙]()