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GitHub - ForrestKnight/open-source-cs

 6 years ago
source link: https://github.com/ForrestKnight/open-source-cs
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README.md

The Open Source Computer Science Degree

This is a curated list of free courses from reputable universities like MIT, Stanford, and Princeton that satisfy the same requirements as an undergraduate Computer Science degree, minus general education.

Computer Science Basics

Courses School Duration Effort Frequency Prerequisites Intro to Computer Science UVA 12 week 5 hours/week self-paced none Mathematical Thinking in Computer Science UC San Diego 6 weeks 2-5 hours/week once a month none

Programming

Courses School Duration Effort Frequency Prerequisites Java Programming: Solving Problems with Software Duke 4 weeks 4-8 hours/week twice a month none Java Programming: Arrays, Lists, and Structured Data Duke 4 weeks 4-8 hours/week twice a month Java Programming: Solving Problems with Software Object Oriented Programming in Java Duke 6 weeks 4-6 hours/week every week Java Programming: Arrays, Lists, and Structured Data Data Structures and Performance Duke 6 weeks 6-10 hours/week every week Object Oriented Programming in Java Java Programming: Principles of Software Design Duke 4 weeks 4-8 hours/week twice a month Java Programming: Arrays, Lists, and Structured Data Java Programming: Build a Recommendation System Duke 4 weeks 3-6 hours/week once a month Java Programming: Principles of Software Design Programming Languages, Part A UW 5 weeks 8-16 hours/week once a month Object Oriented Programming in Java Programming Languages, Part B UW 3 weeks 8-16 hours/week once a month Programming Languages, Part A Programming Languages, Part C UW 3 weeks 8-16 hours/week once a month Programming Languages, Part B

Math

Courses School Duration Effort Frequency Prerequisites Calculus 1A: Differentiation MIT 12 weeks 6-10 hours/week self-paced pre-calculus Calculus 1B: Integration MIT 15 weeks 6-10 hours/week self-paced Calculus 1A: Differentiation Calculus 1C: Coordinate Systems & Infinite Series MIT 8 weeks 6-10 hours/week self-paced Calculus 1B: Integration Linear Algebra - Foundations to Frontiers UT Austin 15 weeks 6-10 hours/week self-paced pre-calculus Introduction to Probability and Data Duke 5 weeks 5-7 hours/week twice a month none Intro to Statistics Stanford 8 weeks 5-7 hours/week self-paced none

Systems

Courses School Duration Effort Frequency Prerequisites Build a Modern Computer from First Principles: From Nand to Tetris Hebrew School of Jerusalem 6 weeks 5 hours/week twice a month basic programming knowledge Build a Modern Computer from First Principles: From Nand to Tetris II Hebrew School of Jerusalem 6 weeks 10-15 hours/week once a month Build a Modern Computer from First Principles: From Nand to Tetris Introduction to Operating Systems Georgia Tech 8 weeks 5-8 hours/week self-paced Build a Modern Computer from First Principles: From Nand to Tetris II

Theory

Courses School Duration Effort Frequency Prerequisites Computer Science: Algorithms, Theory, and Machines Prinecton 10 weeks 2-5 hours/week once a month Calculus 1A (all), basic programming Algorithms, Part I Princeton 6 weeks 6-12 hours/week once a month Computer Science: Algorithms, Theory, and Machines Algorithms, Part II Princeton 6 weeks 6-12 hours/week once a month Algorithms, Part I

Applications

Courses School Duration Effort Frequency Prerequisites Software Engineering: Introduction UBCx 6 weeks 8-10 hours/week self-paced Java Programming: Build a Recommendation System Machine Learning Stanford 11 weeks 5-7 hours/week twice a month Linear Algebra - Foundations to Frontiers Database Management Essentials CU 7 weeks 4-6 hours/week twice a month basic programming & CS knowledge Cryptography I Stanford 7 weeks 5 hours/week once a month Linear Algebra - Foundations to Frontiers & Introduction to Probability and Data

Unix

Courses School Duration Effort Frequency Prerequisites Linux Command Line Basics Udacity 1 week 5 hours/week self-paced none The Unix Workbench JHU 4 weeks 4 hours/week once a month none

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