computer-science/README.md

![open source society university](http://i.imgur.com/h8xjrrj.png)

## References

- [Google - Guide for Technical Development](https://www.google.com/about/careers/students/guide-to-technical-development.html)
- [Coursera](https://www.coursera.org/)
- [edX](https://www.edx.org)
- [MIT Open Courseware](http://ocw.mit.edu/courses/#electrical-engineering-and-computer-science)

## Method

Here we'll **try** to choose a maximum of **3** courses by category. After finished all courses, more categories and/or courses will be added to this list or a more advanced list.

Initially, we will also give preference for MOOC (Massive Open Online Course) type of courses because those courses were created with our style of learning in mind.

## 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

- [Introduction](#introduction)
- [Program Design](#program-design)
- [Programming Paradigms](#programming-paradigms)
- [Software Testing](#software-testing)
- [Math](#math)
- [Algorithms](#algorithms)
- [Software Architecture](#software-architecture)
- [Software Engineering](#software-engineering)
- [Operating Systems](#operating-systems)
- [Networks](#networks)
- [Databases](#databases)
- [Cloud Computing](#cloud-computing)

- [Cryptography](#cryptography)
- [Compilers](#compilers)
- [UX Design](#ux-design)
- [Artificial Intelligence](#artificial-intelligence)
- [Machine Learning](#machine-learning)
- [Natural Language Processing](#natural-language-processing)
- [Internet of Things](#internet-of-things)
- [Graphs](#graphs)
- [Data Mining](#data-mining)
- [Programming Languages](#programming-languages)

---

### Introduction

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!)| 9 ~ 15 weeks|[⎙]()| -
[Introduction to Computer Science and Programming Using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-5#!)| 9 weeks|[⎙]()| -
[Introduction to Computational Thinking and Data Science](https://www.edx.org/course/introduction-computational-thinking-data-mitx-6-00-2x-2#!)| 10 weeks|[⎙]()| -

### Program Design

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Systematic Program Design- Part 1: The Core Method](https://www.edx.org/course/systematic-program-design-part-1-core-ubcx-spd1x-0)| 5 weeks|[⎙]()| -
[Systematic Program Design- Part 2: Arbitrary Sized Data](https://www.edx.org/course/systematic-program-design-part-2-ubcx-spd2x)| 5 weeks|[⎙]()| -
[Systematic Program Design- Part 3: Abstraction, Search and Graphs](https://www.edx.org/course/systematic-program-design-part-3-ubcx-spd3x)| 5 weeks|[⎙]()| -

### Programming Paradigms

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0#ct-read-review-widget)| 7 weeks|[⎙]()| -
[Principles of Reactive Programming](https://www.coursera.org/course/reactive)| 7 weeks|[⎙]()| -
[Programming Languages](https://www.coursera.org/course/proglang)| 8-16 hours/week |[⎙]()| -
[Functional Programming Principles in Scala](https://www.coursera.org/course/progfun)| 7 weeks|[⎙]()| -

### Software Testing

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Software Testing](https://www.udacity.com/course/software-testing--cs258)| 4 weeks|[⎙]()| -
[Software Debugging](https://www.udacity.com/course/software-debugging--cs259)| 8 weeks|[⎙]()| -

### Math

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Effective Thinking Through Mathematics](https://www.edx.org/course/effective-thinking-through-mathematics-utaustinx-ut-9-01x)| 9 weeks|[⎙]()| -
[Applications of Linear Algebra Part 1](https://www.edx.org/course/applications-linear-algebra-part-1-davidsonx-d003x-1#ct-read-review-widget)| 5 weeks|[⎙]()| -
[Applications of Linear Algebra Part 2](https://www.edx.org/course/applications-linear-algebra-part-2-davidsonx-d003x-2)| 4 weeks|[⎙]()| -
[Linear and Discrete Optimization](https://www.coursera.org/course/linearopt)| 3-6 hours/week |[⎙]()| -
[Probabilistic Graphical Models](https://www.coursera.org/course/pgm)| 11 weeks|[⎙]()| -
[Game Theory](https://www.coursera.org/course/gametheory)| 9 weeks|[⎙]()| -

### Algorithms

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Algorithms, Part I](https://www.coursera.org/course/algs4partI)| 6 weeks|[⎙]()| -
[Algorithms, Part II](https://www.coursera.org/course/algs4partII)| 6 weeks|[⎙]()| -
[Analysis of Algorithms](https://www.coursera.org/course/aofa)| 6 weeks|[⎙]()| -

### Software Architecture

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Web Application Architectures](https://www.coursera.org/course/webapplications)| 6-9 hours/week|[⎙]()| -
[Microservice Architectures TODO]()| - |[⎙]()| -

### Software Engineering

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Engineering Software as a Service (SaaS), Part 1](https://www.edx.org/course/engineering-software-service-saas-part-1-uc-berkeleyx-cs169-1x)| 9 weeks|[⎙]()| -
[Engineering Software as a Service (Saas), Part 2](https://www.edx.org/course/engineering-software-service-saas-part-2-uc-berkeleyx-cs169-2x)| 8 weeks|[⎙]()| -
[Software Product Management Specialization](https://www.coursera.org/specializations/product-management)| - |[⎙]()| -

### Operating Systems

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)| - |[⎙]()| -
[Operating Systems and System Programming](https://www.youtube.com/watch?v=XgQo4JkN4Bw&list=PL3289DD0D0F0CD4A3)| - |[⎙]()| -

### Networks

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Computer Networks](https://www.coursera.org/course/comnetworks)| 4–12 hours/week |[⎙]()| -
[Software Defined Networking](https://www.coursera.org/course/sdn1)| 7-10 hours/week |[⎙]()| -

### Databases

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Introduction to Databases](https://www.coursera.org/course/db)| - |[⎙]()| -
[Database Design](https://www.udemy.com/database-design/#reviews)| 9 hours |[⎙]()| -
[Database Management Essentials](https://www.coursera.org/learn/database-management)| weeks|[⎙]()| -

### Cloud Computing

Course|Duration|Files|Status
:--|:--:|:--:|:--:
[Introduction to Cloud Computing](https://www.edx.org/course/introduction-cloud-computing-ieeex-cloudintro-x-0)| 4 weeks|[⎙]()| -
[Cloud Computing Specialization](https://www.coursera.org/specializations/cloudcomputing)| - |[⎙]()| -

### 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) - [⎙]()

### Internet of Things

### 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) - [⎙]()

## TODO

- [Adding our university page at Linkedin](https://help.linkedin.com/app/answers/detail/a_id/40128/~/adding-a-new-university-page)