computer-science/extras/courses.md

# Computer Science - Extra Resources

## Courses

- [Introduction to Computer Science](#introduction-to-computer-science)
- [Math (Mathematical Thinking)](#math-mathematical-thinking)
- [Program Design](#program-design)
- [Math (Discrete Math)](#math-discrete-math)
- [Algorithms](#algorithms)
- [Programming Paradigms](#programming-paradigms)
- [Software Testing](#software-testing)
- [Math (Calculus)](#math-calculus)
- [Software Architecture](#software-architecture)
- [Theory](#theory)
- [Software Engineering](#software-engineering)
- [Math (Probability)](#math-probability)
- [Computer Architecture](#computer-architecture)
- [Operating Systems](#operating-systems)
- [Computer Networks](#computer-networks)
- [Databases](#databases)
- [Cloud Computing](#cloud-computing)
- [Math (Linear Algebra)](#math-linear-algebra)
- [Cryptography](#cryptography)
- [Security](#security)
- [Compilers](#compilers)
- [Parallel Computing](#parallel-computing)
- [UX Design](#ux-design)
- [Computer Graphics](#computer-graphics)
- [Artificial Intelligence](#artificial-intelligence)
- [Machine Learning](#machine-learning)
- [Natural Language Processing](#natural-language-processing)
- [Big Data](#big-data)
- [Data Mining](#data-mining)
- [Internet of Things](#internet-of-things)

---

### Introduction to Computer Science

Courses | Duration | Effort
:-- | :--: | :--:
[Introduction to Computer Science (Udacity)](https://www.udacity.com/course/intro-to-computer-science--cs101)| 7 weeks | 10-20 hours/week
[Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!)| 12 weeks | 10-20 hours/week
[An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1)| 5 weeks | -
[An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2)| - | -
[Introduction to Computational Thinking and Data Science](https://www.edx.org/course/introduction-computational-thinking-data-mitx-6-00-2x-2#!)| 10 weeks | 15 hours/week
[Introduction to Programming with Java Part 1: Starting to Code with Java](https://prod-edx-mktg-edit.edx.org/course/introduction-programming-java-part-1-uc3mx-it-1-1x-0)| 5 weeks | 5-7 hours/week
[Introduction to Programming with Java Part 2: Writing Good Code](https://prod-edx-mktg-edit.edx.org/course/introduction-programming-java-part-2-uc3mx-it-1-2x)| 5 weeks | 5-7 hours/week
[CS For All: Introduction to Computer Science and Python Programming](https://www.edx.org/course/cs-all-introduction-computer-science-harveymuddx-cs005x-0)| 14 weeks | 5-7 hours/week
[Programming Basics](https://www.edx.org/course/programming-basics-iitbombayx-cs101-1x)| 9 weeks | 8 hours/week
[Introduction to Logic](https://www.coursera.org/course/intrologic)| 8 weeks | 4-10 hours/week

### Math (Mathematical Thinking)

Courses | Duration | Effort
:-- | :--: | :--:
[Introduction to Mathematical Thinking](https://www.coursera.org/course/maththink)| 10 weeks | 8-10 hours/week

### Program Design

### Math (Discrete Math)

### Algorithms

Courses | Duration | Effort
:-- | :--: | :--:
[Analysis of Algorithms](https://www.coursera.org/course/aofa)| 6 weeks | 6-8 hours/week

### Programming Paradigms

Courses | Duration | Effort
:-- | :--: | :--:
[Principles of Reactive Programming](https://www.coursera.org/course/reactive)| 7 weeks | 5-7 hours/week
[Object-Oriented Programming](https://www.edx.org/course/object-oriented-programming-iitbombayx-cs101-2x)| 4 weeks | 8 hours/week
[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0)| 7 weeks | 4-6 hours/week
### Software Testing

### Math (Calculus)

Courses | Duration | Effort
:-- | :--: | :--:
[Pre-Calculus](https://www.coursera.org/course/precalculus)| 10 weeks | 10-12 hours/week
[Multivariable Calculus](https://www.coursera.org/course/m2o2c2)| 6 weeks | 5-7 hours/week

### Software Architecture

Courses | Duration | Effort
:-- | :--: | :--:
[Web Application Architectures](https://www.coursera.org/course/webapplications)| 6 weeks | 6-9 hours/week

### Theory

### Software Engineering

Courses | Duration | Effort
:-- | :--: | :--:
[Agile Development Using Ruby on Rails - Basics](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-1x)| 9 weeks | 12 hours/week
[Agile Development Using Ruby on Rails - Advanced](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x)| 8 weeks | 12 hours/week
[Startup Engineering](https://www.coursera.org/course/startup) | 12 weeks | 2-20 hours/week

### Math (Probability)

### Computer Architecture

Courses | Duration | Effort
:-- | :--: | :--:
[The Hardware/Software Interface](https://www.coursera.org/course/hwswinterface)| 8 weeks | 10-15 hours/week

### Operating Systems

Courses | Duration | Effort
:-- | :--: | :--:
[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)| - | -
[Introduction to Linux](https://www.edx.org/course/introduction-linux-linuxfoundationx-lfs101x-0)| 8 weeks | 5-8 hours/week

### Computer Networks

Courses | Duration | Effort
:-- | :--: | :--:
[Introduction to Computer Networking](https://lagunita.stanford.edu/courses/Engineering/Networking-SP/SelfPaced/about) | - | 5-10 hours/week

### Databases

### Cloud Computing

### Math (Linear Algebra)

### Cryptography

Courses | Duration | Effort
:-- | :--: | :--:
[Applied Cryptography](https://www.udacity.com/course/applied-cryptography--cs387)| 8 weeks | 6 hours/week

### Security

### Compilers

### Parallel Computing

### UX Design

### Computer Graphics

### Artificial Intelligence
Courses | Duration | Effort
:-- | :--: | :--:
[Discrete Optimization](https://www.coursera.org/course/optimization)| 9 weeks | 10-20 hours/week
[Intro to Artificial Intelligence](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271)| 16 weeks | 6-10 hours/week

### Machine Learning

Courses | Duration | Effort
:-- | :--: | :--:
[Intro to Machine Learning](https://www.udacity.com/course/intro-to-machine-learning--ud120)| 10 weeks | 6-10 hours/week

### Natural Language Processing

### Big Data

### Data Mining

### Internet of Things
Add articles and courses files 2015-11-24 00:02:52 +03:00			`# Computer Science - Extra Resources`

			`## Courses`

			`- [Introduction to Computer Science](#introduction-to-computer-science)`
			`- [Math (Mathematical Thinking)](#math-mathematical-thinking)`
			`- [Program Design](#program-design)`
			`- [Math (Discrete Math)](#math-discrete-math)`
			`- [Algorithms](#algorithms)`
			`- [Programming Paradigms](#programming-paradigms)`
			`- [Software Testing](#software-testing)`
			`- [Math (Calculus)](#math-calculus)`
			`- [Software Architecture](#software-architecture)`
			`- [Theory](#theory)`
			`- [Software Engineering](#software-engineering)`
			`- [Math (Probability)](#math-probability)`
			`- [Computer Architecture](#computer-architecture)`
			`- [Operating Systems](#operating-systems)`
			`- [Computer Networks](#computer-networks)`
			`- [Databases](#databases)`
			`- [Cloud Computing](#cloud-computing)`
			`- [Math (Linear Algebra)](#math-linear-algebra)`
			`- [Cryptography](#cryptography)`
			`- [Security](#security)`
			`- [Compilers](#compilers)`
			`- [Parallel Computing](#parallel-computing)`
			`- [UX Design](#ux-design)`
			`- [Computer Graphics](#computer-graphics)`
			`- [Artificial Intelligence](#artificial-intelligence)`
			`- [Machine Learning](#machine-learning)`
			`- [Natural Language Processing](#natural-language-processing)`
			`- [Big Data](#big-data)`
			`- [Data Mining](#data-mining)`
			`- [Internet of Things](#internet-of-things)`

			`---`

			`### Introduction to Computer Science`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
Added intro to cs udacity in extras section 2016-03-29 00:47:38 +03:00			`[Introduction to Computer Science (Udacity)](https://www.udacity.com/course/intro-to-computer-science--cs101)\| 7 weeks \| 10-20 hours/week`
OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`[Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!)\| 12 weeks \| 10-20 hours/week`
Add two courses to extras Add "An Introduction to Interactive Programming in Python" part 1 and 2 to extras. Note: I don't know if these courses are worthy of being displayed in this list, but they are where I learned Python (and programming in general), so I'll just give them as a suggestion. 2016-03-19 23:18:47 +03:00			`[An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1)\| 5 weeks \| -`
			`[An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2)\| - \| -`
OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`[Introduction to Computational Thinking and Data Science](https://www.edx.org/course/introduction-computational-thinking-data-mitx-6-00-2x-2#!)\| 10 weeks \| 15 hours/week`
Cut and paste ucm programming courses. 2016-04-15 04:40:25 +03:00			`[Introduction to Programming with Java Part 1: Starting to Code with Java](https://prod-edx-mktg-edit.edx.org/course/introduction-programming-java-part-1-uc3mx-it-1-1x-0)\| 5 weeks \| 5-7 hours/week`
			`[Introduction to Programming with Java Part 2: Writing Good Code](https://prod-edx-mktg-edit.edx.org/course/introduction-programming-java-part-2-uc3mx-it-1-2x)\| 5 weeks \| 5-7 hours/week`
Added CS FOR All The Course CS For All is offered by edx.org and I believe is a valuable course for the OSS students. 2016-04-16 17:48:41 +03:00			`[CS For All: Introduction to Computer Science and Python Programming](https://www.edx.org/course/cs-all-introduction-computer-science-harveymuddx-cs005x-0)\| 14 weeks \| 5-7 hours/week`
Added Another two courses Added programming basics under introduction to computer science and Object oriented programming under programming paradigms. 2016-04-16 17:58:44 +03:00			`[Programming Basics](https://www.edx.org/course/programming-basics-iitbombayx-cs101-1x)\| 9 weeks \| 8 hours/week`
Added Introduction to Logic Logic is the crucial thing in computer science. 2016-04-17 10:05:18 +03:00			`[Introduction to Logic](https://www.coursera.org/course/intrologic)\| 8 weeks \| 4-10 hours/week`
Added Another two courses Added programming basics under introduction to computer science and Object oriented programming under programming paradigms. 2016-04-16 17:58:44 +03:00
Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Math (Mathematical Thinking)`
Fix Mathematical Thinking extras table 2016-04-18 12:37:10 +03:00
			`Courses \| Duration \| Effort`
Added Mathematical Thinking The Mathematical thinking course is very essential course for computer scientists. 2016-04-17 10:01:20 +03:00			`:-- \| :--: \| :--:`
			`[Introduction to Mathematical Thinking](https://www.coursera.org/course/maththink)\| 10 weeks \| 8-10 hours/week`
Add articles and courses files 2015-11-24 00:02:52 +03:00
			`### Program Design`

			`### Math (Discrete Math)`

			`### Algorithms`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Analysis of Algorithms](https://www.coursera.org/course/aofa)\| 6 weeks \| 6-8 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Programming Paradigms`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Principles of Reactive Programming](https://www.coursera.org/course/reactive)\| 7 weeks \| 5-7 hours/week`
Added Another two courses Added programming basics under introduction to computer science and Object oriented programming under programming paradigms. 2016-04-16 17:58:44 +03:00			`[Object-Oriented Programming](https://www.edx.org/course/object-oriented-programming-iitbombayx-cs101-2x)\| 4 weeks \| 8 hours/week`
Added Functional programming course Functional programming is a type of programming that should be known by the interested students. 2016-04-16 17:51:41 +03:00			`[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0)\| 7 weeks \| 4-6 hours/week`
Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Software Testing`

			`### Math (Calculus)`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
Added Pre-Calculas Calculas is great thing to learn for computer professional. 2016-04-17 10:07:44 +03:00			`[Pre-Calculus](https://www.coursera.org/course/precalculus)\| 10 weeks \| 10-12 hours/week`
OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`[Multivariable Calculus](https://www.coursera.org/course/m2o2c2)\| 6 weeks \| 5-7 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Software Architecture`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Web Application Architectures](https://www.coursera.org/course/webapplications)\| 6 weeks \| 6-9 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Theory`

			`### Software Engineering`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Agile Development Using Ruby on Rails - Basics](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-1x)\| 9 weeks \| 12 hours/week`
			`[Agile Development Using Ruby on Rails - Advanced](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x)\| 8 weeks \| 12 hours/week`
			`[Startup Engineering](https://www.coursera.org/course/startup) \| 12 weeks \| 2-20 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Math (Probability)`

			`### Computer Architecture`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[The Hardware/Software Interface](https://www.coursera.org/course/hwswinterface)\| 8 weeks \| 10-15 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Operating Systems`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)\| - \| -`
Add effort estimation for Intro to Linux 2016-04-15 12:46:12 +03:00			`[Introduction to Linux](https://www.edx.org/course/introduction-linux-linuxfoundationx-lfs101x-0)\| 8 weeks \| 5-8 hours/week`
OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00
Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Computer Networks`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Introduction to Computer Networking](https://lagunita.stanford.edu/courses/Engineering/Networking-SP/SelfPaced/about) \| - \| 5-10 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Databases`

			`### Cloud Computing`

			`### Math (Linear Algebra)`

			`### Cryptography`

OSSU 2.0 - curriculum update 2016-03-17 14:25:03 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
			`[Applied Cryptography](https://www.udacity.com/course/applied-cryptography--cs387)\| 8 weeks \| 6 hours/week`

Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Security`

			`### Compilers`

			`### Parallel Computing`

			`### UX Design`

			`### Computer Graphics`

			`### Artificial Intelligence`
And its header. 2016-03-25 09:14:27 +03:00			`Courses \| Duration \| Effort`
Forgot to add table. 2016-03-25 09:13:31 +03:00			`:-- \| :--: \| :--:`
Moved "Discrete optimization" to AI section. 2016-03-25 09:12:08 +03:00			`[Discrete Optimization](https://www.coursera.org/course/optimization)\| 9 weeks \| 10-20 hours/week`
Fix extra courses 2016-03-31 14:08:47 +03:00			`[Intro to Artificial Intelligence](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271)\| 16 weeks \| 6-10 hours/week`
Added Intro to AI and Intro to Machine Learning courses 2016-03-31 11:09:19 +03:00
Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Machine Learning`

Added Intro to AI and Intro to Machine Learning courses 2016-03-31 11:09:19 +03:00			`Courses \| Duration \| Effort`
			`:-- \| :--: \| :--:`
Fix extra courses 2016-03-31 14:08:47 +03:00			`[Intro to Machine Learning](https://www.udacity.com/course/intro-to-machine-learning--ud120)\| 10 weeks \| 6-10 hours/week`
Added Intro to AI and Intro to Machine Learning courses 2016-03-31 11:09:19 +03:00
Add articles and courses files 2015-11-24 00:02:52 +03:00			`### Natural Language Processing`

			`### Big Data`

			`### Data Mining`

			`### Internet of Things`