jcastro8 / free-computer-science-university

So after watching all the resources i thaught to put all the important technical courses in one place.And help those people who wants to learn computer science.All the courses are free here.

Free-Computer-Science-University

So after watching all the resources i thaught to put all the important technical courses in one place.And help those people who wants to learn computer science.Keep track of Progress using the Task lists. And yeah all the courses are free.:D

For introductory computer Science:-

• 1. https://www.edx.org/course/introduction-computer-science-harvardx-cs50x

or

• 2. https://www.udacity.com/course/intro-to-computer-science--cs101

These two are great introductory courses which were taught by some of the best professors in their field.

Learn to code in (at least) one object-oriented programming language:-

• 1. For learning C++ refer this: https://thenewboston.com/videos.php?cat=16

• 2. For learning Java refer this: https://www.udacity.com/course/java-programming-basics--ud282

• 3. Great course about programming principles: https://www.udacity.com/course/design-of-computer-programs--cs212

Learn to code atleast in one scripting language:

• 1. For python refer to no.2 in introductory computer science

• 2. For javascript: https://www.codecademy.com/learn/javascript

Develop some mathematical thinking

• 1. https://www.coursera.org/learn/mathematical-thinking

• 2. https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/index.htm (focus in this course very nicely)

Develop a strong understanding of algorithms and data structures(very important)

• 1. Course by MIT:https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-spring-2008/index.htm

• 2. Read about all the algorithms and data structure here(if you can :P):http://wcipeg.com/wiki/Special:AllPages

• 3. https://www.coursera.org/learn/algorithms-part1

• 4. https://www.coursera.org/learn/algorithms-part2

Do competitive programming

This blog will tell you everything related to competitive programming.

• https://competitiveprogrammers.blogspot.in/

Learn about computer networing

• 1. https://www.udacity.com/course/computer-networking--ud436

• 2. https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-829-computer-networks-fall-2002/

Learn about operating system

• 1. https://www.udacity.com/course/introduction-to-operating-systems--ud923

Learn full stack web development(Do both if you can)

• 1. https://www.codecademy.com/en/tracks/code-year

• 2. https://www.freecodecamp.com/

Learn android developement

• 1. https://developers.google.com/training/android/

Learn IOS developement using Swift

• 1. https://www.udacity.com/course/swift-for-beginners--ud1022

• 2. https://www.udacity.com/course/intro-to-ios-app-development-with-swift--ud585

If you're interested in Data science then this courses are for you

• 1. https://www.datacamp.com/tracks/data-scientist-with-python

• 2. https://www.edx.org/micromasters/data-science

For machine learning

• 1. https://www.udacity.com/course/intro-to-machine-learning--ud120

• 2. https://www.coursera.org/learn/machine-learning

For Deep learning (One of my favourite course ;) )

• https://www.udacity.com/course/deep-learning--ud730

For Artificial Intelligence

• https://www.edx.org/course/artificial-intelligence-ai-columbiax-csmm-101x-0

For cyber security basics

• 1. https://www.edx.org/course/cyber-security-basics-hands-approach-uc3mx-inf-2x

Work on a small piece of a large system (codebase), read and understand existing code, track down documentation, and debug

For that take this course to understand about version control.

• 1. https://www.udacity.com/course/how-to-use-git-and-github--ud775

• 2. https://www.codecademy.com/learn/learn-git

So i guess this courses will help everyone for learning CS in both length and breadth.These courses are not short but trust me these are very interesting courses even i am learning CS from these courses.So if anyone wants to contribute,You're welcome.

Participate in Google Summer of Code

Read about it can be found here: https://www.quora.com/What-is-GSoC-and-how-does-one-apply-for-GSoC

Participate in ACM-ICPC

Details can be found here about how to preapare and what is it https://competitiveprogrammers.blogspot.in/

Final and most important tip

Do programming daily if you can.