computer-science/README.md

![Science](http://i.imgur.com/U3Y68Ha.jpg)

## 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/)
- [How can I prepare myself to be a software engineer?](http://qr.ae/fMbg8)

## Tips

If you want to follow this path, [here](https://github.com/ericdouglas/computer-science-and-engineering/issues/1) are some tips! Share your tips with us too!

## 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/) ✍ - [⎙](/computer-science/01-introduction-to-cs-and-programming-mit)**
1. [Computer Science 101 - Stanford](https://lagunita.stanford.edu/courses/Engineering/CS101/Summer2014/about) / [Other files](http://web.stanford.edu/class/cs101/) - [⎙]()
1. [Systematic Program Design - Part 1: The Core Method](https://www.edx.org/course/systematic-program-design-part-1-core-ubcx-spd1x#!)
1. [Systematic Program Design - Part 2: Arbitrary Sized Data](https://www.edx.org/course/systematic-program-design-part-2-ubcx-spd2x)
1. [Systematic Program Design - Part 3: Arbitrary Sized Data](https://www.edx.org/course/systematic-program-design-part-3-ubcx-spd3x)
1. [Fundamentals of Computing](https://www.coursera.org/specialization/fundamentalscomputing2/37/certificate)
	1. [An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/course/interactivepython1) - [⎙](/computer-science/)
	1. [An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/course/interactivepython2) - [⎙](/computer-science/)
	1. [Principles of Computing (Part 1)](https://www.coursera.org/course/principlescomputing1) - [⎙](/computer-science/)
	1. [Principles of Computing (Part 2)](https://www.coursera.org/course/principlescomputing2) - [⎙](/computer-science/)
	1. [Algorithmic Thinking (Part 1)](https://www.coursera.org/course/algorithmicthink1) - [⎙](/computer-science/)
	1. [Algorithmic Thinking (Part 2)](https://www.coursera.org/course/algorithmicthink2) - [⎙](/computer-science/)
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. [Principles of Reactive Programming](https://www.coursera.org/course/reactive) - [⎙]()
1. [Paradigms of Computer Programming – Fundamentals](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-0) - [⎙]()
1. [Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-0) - [⎙]()
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/) - [⎙]()
1. [Introduction to Logic](https://www.coursera.org/course/intrologic) - [⎙]()
1. [Linear Algebra](http://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/) - [⎙]()
1. [Coding the Matrix: Linear Algebra through Computer Science Applications](https://www.coursera.org/course/matrix) - [⎙]()
1. [Calculus One](https://www.coursera.org/learn/calculus1) - [⎙]()
1. [Calculus Two](https://www.coursera.org/learn/advanced-calculus) - [⎙]()
1. [Linear and Discrete Optimization](https://www.coursera.org/course/linearopt) - [⎙]()
1. [Probabilistic Graphical Models](https://www.coursera.org/course/pgm) - [⎙]()
1. [Game Theory](https://www.coursera.org/course/gametheory) - [⎙]()
1. [Statistics One](https://www.coursera.org/course/stats1) - [⎙]()
1. [AP Statistics](http://stattrek.com/tutorials/ap-statistics-tutorial.aspx) - [⎙]()

### 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. [Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x#!)
1. [Engineering Software as a Service](https://www.edx.org/course/engineering-software-service-uc-berkeleyx-cs169-1x)
1. [Engineering Software as a Service, Part 2](https://www.edx.org/course/engineering-software-service-part-2-uc-berkeleyx-cs169-2x#!)
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/) - [⎙]()
1. [Making Sense of Data](https://datasense.withgoogle.com/course) - [⎙]()
1. [Data Science](https://www.coursera.org/specialization/jhudatascience/1?utm_medium=courseDescripTop) - [⎙]()