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Clean up alternative courses
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Joshua Hanson
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# Computer Science - Extra Resources
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# Computer Science - Extra Resources
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## Free Courses
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This is a list of high-quality courses that, for one reason or another, didn't make it into the curriculum.
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The most common reasons are that the course isn't available often enough,
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or that there was an alternative that fit better into the curriculum.
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- [Introduction to Computer Science](#introduction-to-computer-science)
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## Programming
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- [Math (Mathematical Thinking)](#math-mathematical-thinking)
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- [Program Design](#program-design)
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- [Math (Discrete Math)](#math-discrete-math)
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- [Algorithms](#algorithms)
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- [Programming Paradigms](#programming-paradigms)
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- [Software Testing](#software-testing)
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- [Math (Calculus)](#math-calculus)
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- [Software Architecture](#software-architecture)
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- [Theory](#theory)
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- [Software Engineering](#software-engineering)
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- [Math (Probability)](#math-probability)
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- [Computer Architecture](#computer-architecture)
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- [Operating Systems](#operating-systems)
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- [Computer Networks](#computer-networks)
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- [Databases](#databases)
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- [Cloud Computing](#cloud-computing)
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- [Math (Linear Algebra)](#math-linear-algebra)
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- [Cryptography](#cryptography)
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- [Security](#security)
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- [Compilers](#compilers)
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- [Parallel Computing](#parallel-computing)
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- [UX Design](#ux-design)
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- [Computer Graphics](#computer-graphics)
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- [Artificial Intelligence](#artificial-intelligence)
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- [Machine Learning](#machine-learning)
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- [Natural Language Processing](#natural-language-processing)
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- [Big Data](#big-data)
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- [Data Mining](#data-mining)
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- [Internet of Things](#internet-of-things)
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---
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### Introduction to Computer Science
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Courses | Duration | Effort
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Courses | Duration | Effort
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:-- | :--: | :--:
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:-- | :--: | :--:
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[Introduction to Computer Science and Programming Using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-5#!)| 9 weeks | 15 hours/week
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[Introduction to Computer Science and Programming Using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-5#!)| 9 weeks | 15 hours/week
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[From Nand to Tetris (Part 1) ](https://www.coursera.org/learn/build-a-computer) | 6 weeks | 5-10 hours/week
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[Introduction to Computer Science (Udacity)](https://www.udacity.com/course/intro-to-computer-science--cs101)| 7 weeks | 10-20 hours/week
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[Introduction to Computer Science (Udacity)](https://www.udacity.com/course/intro-to-computer-science--cs101)| 7 weeks | 10-20 hours/week
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[An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1)| 5 weeks | -
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[An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1)| 5 weeks | -
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[An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2)| - | -
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[An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2)| - | -
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@ -49,20 +17,34 @@ Courses | Duration | Effort
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[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
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[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
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[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
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[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
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[Programming Basics](https://www.edx.org/course/programming-basics-iitbombayx-cs101-1x)| 9 weeks | 8 hours/week
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[Programming Basics](https://www.edx.org/course/programming-basics-iitbombayx-cs101-1x)| 9 weeks | 8 hours/week
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[Introduction to Logic](https://www.coursera.org/course/intrologic)| 8 weeks | 4-10 hours/week
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[Introduction to Programming with MATLAB](https://www.coursera.org/learn/matlab)| - | -
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[Introduction to Programming with MATLAB](https://www.coursera.org/learn/matlab)| - | -
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[Principles of Reactive Programming](https://www.coursera.org/course/reactive)| 7 weeks | 5-7 hours/week
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[Object-Oriented Programming](https://www.edx.org/course/object-oriented-programming-iitbombayx-cs101-2x)| 4 weeks | 8 hours/week
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[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0)| 7 weeks | 4-6 hours/week
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### Math (Mathematical Thinking)
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## Math
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Courses | Duration | Effort
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Courses | Duration | Effort
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:-- | :--: | :--:
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[Introduction to Mathematical Thinking](https://www.coursera.org/course/maththink)| 10 weeks | 8-10 hours/week
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[Pre-Calculus](https://www.coursera.org/course/precalculus)| 10 weeks | 10-12 hours/week
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[Multivariable Calculus](https://www.coursera.org/course/m2o2c2)| 6 weeks | 5-7 hours/week
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[Introduction to Probability and Data](https://www.coursera.org/learn/probability-intro)| - | -
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### Program Design
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## Systems
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### Math (Discrete Math)
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[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)| - | -
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[Introduction to Linux](https://www.edx.org/course/introduction-linux-linuxfoundationx-lfs101x-0)| 8 weeks | 5-8 hours/week
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[CompTIA Linux+](https://www.cybrary.it/course/comptia-linux-plus/)| - | 5.25 hours
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[Introduction to Operating Systems](https://www.udacity.com/course/introduction-to-operating-systems--ud923)| 8 weeks | 5-8 hours/week
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[Advanced Operating Systems](https://www.udacity.com/course/advanced-operating-systems--ud189)| 5 weeks | 5-8 hours/week
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[Advanced Operating Systems: Structures And Implementation](https://www.youtube.com/playlist?list=PL-XXv-cvA_iB_5Q8G8kW5idSwNmXypmQE)| 10 weeks | 2-3 hours/week
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[Introduction to Computer Networking](https://lagunita.stanford.edu/courses/Engineering/Networking-SP/SelfPaced/about) | - | 5-10 hours/week
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[CompTIA Network+](https://www.cybrary.it/course/comptia-network-plus/) | - | 32 hours
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[Cisco CCNA](https://www.cybrary.it/course/cisco-ccna/) | - | 15.5 hours
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[Networking for Web Developers](https://www.udacity.com/course/networking-for-web-developers--ud256) | - | 12 hours
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[Computer Networking](https://www.udacity.com/course/computer-networking--ud436) | 12 weeks | 5-8 hours/week
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### Algorithms
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## Theory
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Courses | Duration | Effort
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Courses | Duration | Effort
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@ -82,164 +64,24 @@ Courses | Duration | Effort
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[Algorithms: Design and Analysis, Part 1](https://www.coursera.org/course/algo) | 6 weeks | 5-7 hours/week
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[Algorithms: Design and Analysis, Part 1](https://www.coursera.org/course/algo) | 6 weeks | 5-7 hours/week
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[Algorithms: Design and Analysis, Part 2](https://www.coursera.org/course/algo2) | 6 weeks | 6-10 hours/week
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[Algorithms: Design and Analysis, Part 2](https://www.coursera.org/course/algo2) | 6 weeks | 6-10 hours/week
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### Programming Paradigms
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## Applications
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Courses | Duration | Effort
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[Principles of Reactive Programming](https://www.coursera.org/course/reactive)| 7 weeks | 5-7 hours/week
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[Object-Oriented Programming](https://www.edx.org/course/object-oriented-programming-iitbombayx-cs101-2x)| 4 weeks | 8 hours/week
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[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0)| 7 weeks | 4-6 hours/week
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### Software Testing
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### Math (Calculus)
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Courses | Duration | Effort
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[Pre-Calculus](https://www.coursera.org/course/precalculus)| 10 weeks | 10-12 hours/week
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[Multivariable Calculus](https://www.coursera.org/course/m2o2c2)| 6 weeks | 5-7 hours/week
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### Software Architecture
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Courses | Duration | Effort
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Courses | Duration | Effort
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[Web Application Architectures](https://www.coursera.org/course/webapplications)| 6 weeks | 6-9 hours/week
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[Web Application Architectures](https://www.coursera.org/course/webapplications)| 6 weeks | 6-9 hours/week
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### Theory
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### Software Engineering
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Courses | Duration | Effort
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[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
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[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
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[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
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[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
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[Startup Engineering](https://www.coursera.org/course/startup) | 12 weeks | 2-20 hours/week
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[Startup Engineering](https://www.coursera.org/course/startup) | 12 weeks | 2-20 hours/week
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### Math (Probability)
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Courses | Duration | Effort
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[Introduction to Probability and Data](https://www.coursera.org/learn/probability-intro)| - | -
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### Computer Architecture
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Courses | Duration | Effort
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[Certified Information Systems Auditor](https://www.cybrary.it/course/cisa/#)| - | 8.5 hours
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[The Hardware/Software Interface](https://www.coursera.org/course/hwswinterface)| 8 weeks | 10-15 hours/week
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### Operating Systems
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Courses | Duration | Effort
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[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)| - | -
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[Introduction to Linux](https://www.edx.org/course/introduction-linux-linuxfoundationx-lfs101x-0)| 8 weeks | 5-8 hours/week
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[CompTIA Linux+](https://www.cybrary.it/course/comptia-linux-plus/)| - | 5.25 hours
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[Introduction to Operating Systems](https://www.udacity.com/course/introduction-to-operating-systems--ud923)| 8 weeks | 5-8 hours/week
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[Advanced Operating Systems](https://www.udacity.com/course/advanced-operating-systems--ud189)| 5 weeks | 5-8 hours/week
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[Advanced Operating Systems: Structures And Implementation](https://www.youtube.com/playlist?list=PL-XXv-cvA_iB_5Q8G8kW5idSwNmXypmQE)| 10 weeks | 2-3 hours/week
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### Computer Networks
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Courses | Duration | Effort
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[Introduction to Computer Networking](https://lagunita.stanford.edu/courses/Engineering/Networking-SP/SelfPaced/about) | - | 5-10 hours/week
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[CompTIA Network+](https://www.cybrary.it/course/comptia-network-plus/) | - | 32 hours
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[Cisco CCNA](https://www.cybrary.it/course/cisco-ccna/) | - | 15.5 hours
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[Networking for Web Developers](https://www.udacity.com/course/networking-for-web-developers--ud256) | - | 12 hours
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[Computer Networking](https://www.udacity.com/course/computer-networking--ud436) | 12 weeks | 5-8 hours/week
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### Databases
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Courses | Duration | Effort
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[Using Databases with Python](https://www.coursera.org/learn/python-databases) | 5 weeks | 2-3 hours/week
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[Using Databases with Python](https://www.coursera.org/learn/python-databases) | 5 weeks | 2-3 hours/week
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[Database Systems](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22ed2ee867-9610-4bad-94af-5d12c2ea47cd%22) | - | 27 hours
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[Database Systems](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22ed2ee867-9610-4bad-94af-5d12c2ea47cd%22) | - | 27 hours
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[Database Management Essentials](https://www.coursera.org/learn/database-management) | 7 weeks | 4-6 hours/week
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[Database Management Essentials](https://www.coursera.org/learn/database-management) | 7 weeks | 4-6 hours/week
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### Cloud Computing
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Courses | Duration | Effort
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[CompTIA Cloud+](https://www.cybrary.it/course/comptia-cloud-plus/) | - | 2.5 hours
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[Cloud Computing Concepts](https://www.coursera.org/course/cloudcomputing) | 5 weeks | 4-8 hours/week
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[Cloud Computing Concepts: Part 2](https://www.coursera.org/course/cloudcomputing2) | 5 weeks | 4-8 hours/week
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[Cloud Computing Applications](https://www.coursera.org/course/cloudapplications) | 5 weeks | 10-15 hours/week
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### Math (Linear Algebra)
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Courses | Duration | Effort
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[Linear Algebra - Foundations to Frontiers (LAFF)](https://www.edx.org/course/linear-algebra-foundations-frontiers-utaustinx-ut-5-03x)| 15 weeks | 8 hours/week
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### Cryptography
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Courses | Duration | Effort
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[Applied Cryptography](https://www.udacity.com/course/applied-cryptography--cs387)| 8 weeks | 6 hours/week
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[Cryptography](https://www.coursera.org/learn/cryptography/)| 7 weeks | 4-7 hours/week
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[Cryptography](https://www.cybrary.it/course/cryptography/)| - | 2.9 hours
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### Security
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Courses | Duration | Effort
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[Usable Security](https://www.coursera.org/learn/usable-security/)| 7 weeks | 5-8 hours/week
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[Software Security](https://www.coursera.org/learn/software-security/)| 6 weeks | 3-5 hours/week
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[Cybersecurity and Its Ten Domains](https://www.coursera.org/learn/cyber-security-domain/)| 7 weeks | 4-7 hours/week
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[Designing and Executing Information Security Strategies](https://www.coursera.org/course/infosec)| 10 weeks | 4-6 hours/week
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[CompTIA Security+](https://www.cybrary.it/course/comptia-security-plus/)| - | 9.5 hours
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[Cyberwar, Surveillance and Security](https://www.edx.org/course/cyberwar-surveillance-security-adelaidex-cyber101x-0)| 6 weeks | 2-3 hours/week
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[Computer and Hacking Forensics](https://www.cybrary.it/course/computer-hacking-forensics-analyst/)| - | 7.1 hours
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[Secure Coding](https://www.cybrary.it/course/secure-coding/)| - | 9.5 hours
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### Compilers
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### Parallel Computing
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### UX Design
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### Computer Graphics
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### Artificial Intelligence
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Courses | Duration | Effort
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[Discrete Optimization](https://www.coursera.org/course/optimization)| 9 weeks | 10-20 hours/week
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[Intro to Artificial Intelligence](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271)| 16 weeks | 6-10 hours/week
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[Intro to Artificial Intelligence](https://www.udacity.com/course/intro-to-artificial-intelligence--cs271)| 16 weeks | 6-10 hours/week
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### Machine Learning
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Courses | Duration | Effort
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[Intro to Machine Learning](https://www.udacity.com/course/intro-to-machine-learning--ud120)| 10 weeks | 6-10 hours/week
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[Intro to Machine Learning](https://www.udacity.com/course/intro-to-machine-learning--ud120)| 10 weeks | 6-10 hours/week
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[Machine Learning for Data Science and Analytics](https://www.edx.org/course/machine-learning-data-science-analytics-columbiax-ds102x-0)| 5 weeks | 7-10 hours/week
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[Machine Learning for Data Science and Analytics](https://www.edx.org/course/machine-learning-data-science-analytics-columbiax-ds102x-0)| 5 weeks | 7-10 hours/week
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### Natural Language Processing
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### Big Data
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Courses | Duration | Effort
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[Big Data for Smart Cities](https://www.edx.org/course/big-data-smart-cities-ieeex-introdatax)| 4 weeks | 3-5 hours/week
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[Big Data for Smart Cities](https://www.edx.org/course/big-data-smart-cities-ieeex-introdatax)| 4 weeks | 3-5 hours/week
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[Processing Big Data with Azure HDInsight](https://www.edx.org/course/processing-big-data-azure-hdinsight-microsoft-dat202-1x-0)| 5 weeks | 3-4 hours/week
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[Processing Big Data with Azure HDInsight](https://www.edx.org/course/processing-big-data-azure-hdinsight-microsoft-dat202-1x-0)| 5 weeks | 3-4 hours/week
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[Big Data Science with the BD2K-LINCS Data Coordination and Integration Center](https://www.coursera.org/course/bd2klincs)| 7 weeks | 4-5 hours/week
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[Big Data Science with the BD2K-LINCS Data Coordination and Integration Center](https://www.coursera.org/course/bd2klincs)| 7 weeks | 4-5 hours/week
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### Data Mining
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Courses | Duration | Effort
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:-- | :--: | :--:
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[Mining Massive Datasets](https://www.coursera.org/course/mmds)| 7 weeks | 8-10 hours/week
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[Mining Massive Datasets](https://www.coursera.org/course/mmds)| 7 weeks | 8-10 hours/week
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[Text Retrieval and Search Engines](https://www.coursera.org/learn/text-retrieval)| - | -
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[Text Retrieval and Search Engines](https://www.coursera.org/learn/text-retrieval)| - | -
|
||||||
[Text Mining and Analytics](https://www.coursera.org/learn/text-mining)| - | -
|
[Text Mining and Analytics](https://www.coursera.org/learn/text-mining)| - | -
|
||||||
[Cluster Analysis in Data Mining](https://www.coursera.org/learn/cluster-analysis)| - | -
|
[Cluster Analysis in Data Mining](https://www.coursera.org/learn/cluster-analysis)| - | -
|
||||||
|
|
||||||
### Internet of Things
|
|
||||||
|
|
||||||
Courses | Duration | Effort
|
|
||||||
:-- | :--: | :--:
|
|
||||||
[Introduction to the Internet of Things and Embedded Systems](https://www.coursera.org/learn/iot/?source=phoenixCdp2016AbTest)| 4 weeks | 1-3 hours/week
|
|
||||||
[Internet of Things: How did we get here?](https://www.coursera.org/learn/internet-of-things-history/)| 2 weeks | 2-3 hours/week
|
|
||||||
[Internet of Things: Setting Up Your DragonBoard™ Development Platform](https://www.coursera.org/learn/internet-of-things-dragonboard/)| 10 weeks | 2-3 hours/week
|
|
||||||
[Internet of Things: Sensing and Actuation From Devices](https://www.coursera.org/learn/internet-of-things-sensing-actuation)| 6 weeks | 3-5 hours/week
|
|
||||||
[Internet of Things: Communication Technologies](https://www.coursera.org/learn/internet-of-things-communication)| 4 weeks | 1 hours/week
|
|
||||||
[Internet of Things: MultimediaTechnologies](https://www.coursera.org/learn/internet-of-things-multimedia)| 3 weeks | 1-2 hours/week
|
|
||||||
@ -1,114 +0,0 @@
|
|||||||
# Computer Science - Extra Resources
|
|
||||||
|
|
||||||
## Paid Books
|
|
||||||
|
|
||||||
- [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
|
|
||||||
|
|
||||||
Name | Author | ISBN
|
|
||||||
:-- | :--: | :--:
|
|
||||||
|
|
||||||
### Math (Mathematical Thinking)
|
|
||||||
|
|
||||||
### Program Design
|
|
||||||
|
|
||||||
### Math (Discrete Math)
|
|
||||||
|
|
||||||
Name | Author | ISBN
|
|
||||||
:-- | :--: | :--:
|
|
||||||
|
|
||||||
### Algorithms
|
|
||||||
|
|
||||||
Name | Author | ISBN
|
|
||||||
:-- | :--: | :--:
|
|
||||||
|
|
||||||
### Programming Paradigms
|
|
||||||
|
|
||||||
### Software Testing
|
|
||||||
|
|
||||||
### Math (Calculus)
|
|
||||||
|
|
||||||
### Software Architecture
|
|
||||||
|
|
||||||
### Theory
|
|
||||||
|
|
||||||
### Software Engineering
|
|
||||||
|
|
||||||
### Math (Probability)
|
|
||||||
|
|
||||||
### Computer Architecture
|
|
||||||
|
|
||||||
### Operating Systems
|
|
||||||
|
|
||||||
Name | Author | ISBN
|
|
||||||
:-- | :--: | :--:
|
|
||||||
|
|
||||||
### Computer Networks
|
|
||||||
|
|
||||||
Name | Author | ISBN
|
|
||||||
:-- | :--: | :--:
|
|
||||||
|
|
||||||
### Databases
|
|
||||||
|
|
||||||
### Cloud Computing
|
|
||||||
|
|
||||||
### Math (Linear Algebra)
|
|
||||||
|
|
||||||
### Cryptography
|
|
||||||
|
|
||||||
### Security
|
|
||||||
|
|
||||||
### Compilers
|
|
||||||
|
|
||||||
Name | Author | ISBN
|
|
||||||
:-- | :--: | :--:
|
|
||||||
|
|
||||||
### Parallel Computing
|
|
||||||
|
|
||||||
### UX Design
|
|
||||||
|
|
||||||
### Computer Graphics
|
|
||||||
|
|
||||||
### Artificial Intelligence
|
|
||||||
|
|
||||||
### Machine Learning
|
|
||||||
|
|
||||||
### Natural Language Processing
|
|
||||||
|
|
||||||
### Big Data
|
|
||||||
|
|
||||||
### Data Mining
|
|
||||||
|
|
||||||
### Internet of Things
|
|
||||||
Loading…
Reference in New Issue
Block a user