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All Projects → ForrestKnight → Open Source Cs

ForrestKnight / Open Source Cs

Licence: mit
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computer-science

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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 Harvard 10 weeks 10-20 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 Udacity 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 University 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 University 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 Princeton 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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