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https://github.com/ForrestKnight/open-source-cs
Video discussing this curriculum:
https://github.com/ForrestKnight/open-source-cs
computer-science
Last synced: 11 days ago
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Video discussing this curriculum:
- Host: GitHub
- URL: https://github.com/ForrestKnight/open-source-cs
- Owner: ForrestKnight
- License: mit
- Created: 2019-01-19T04:11:33.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2024-05-29T06:59:09.000Z (5 months ago)
- Last Synced: 2024-07-31T17:22:43.342Z (3 months ago)
- Topics: computer-science
- Homepage: https://youtu.be/NyOvFSP_IpQ
- Size: 14.6 KB
- Stars: 17,920
- Watchers: 1,002
- Forks: 2,931
- Open Issues: 36
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 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](https://www.edx.org/course/cs50s-introduction-computer-science-harvardx-cs50x) | Harvard | 10 weeks | 10-20 hours/week | self-paced | none
## Programming
Courses | School | Duration | Effort | Frequency | Prerequisites
:-- | :--: | :--: | :--: | :--: | :--:
[Java Programming: Solving Problems with Software](https://imp.i384100.net/GjkPGV)| Duke | 4 weeks | 4-8 hours/week | twice a month | none
[Java Programming: Arrays, Lists, and Structured Data](https://imp.i384100.net/15knRR)| Duke | 4 weeks | 4-8 hours/week | twice a month | Java Programming: Solving Problems with Software
[Object Oriented Programming in Java](https://imp.i384100.net/ZdznBq)| Duke | 6 weeks | 4-6 hours/week | every week | Java Programming: Arrays, Lists, and Structured Data
[Data Structures and Performance](https://imp.i384100.net/oevm0b)| Duke | 6 weeks | 6-10 hours/week | every week | Object Oriented Programming in Java
[Java Programming: Principles of Software Design](https://imp.i384100.net/zavZrO) | Duke | 4 weeks | 4-8 hours/week | twice a month | Java Programming: Arrays, Lists, and Structured Data
[Java Programming: Build a Recommendation System](https://imp.i384100.net/n1vro6) | Duke | 4 weeks | 3-6 hours/week | once a month | Java Programming: Principles of Software Design
[Programming Languages, Part A](imp.i384100.net/6b13oK) | UW | 5 weeks | 8-16 hours/week | once a month | Object Oriented Programming in Java
[Programming Languages, Part B](https://imp.i384100.net/2rebMz) | UW | 3 weeks | 8-16 hours/week | once a month | Programming Languages, Part A
[Programming Languages, Part C](https://imp.i384100.net/Ryogm9) | UW | 3 weeks | 8-16 hours/week | once a month | Programming Languages, Part B
## Math
Courses | School | Duration | Effort | Frequency | Prerequisites
:-- | :--: | :--: | :--: | :--: | :--:
[Calculus 1A: Differentiation](https://www.edx.org/course/calculus-1a-differentiation) | MIT | 12 weeks | 6-10 hours/week | self-paced | [pre-calculus](https://www.edx.org/course/precalculus-asux-mat170x)
[Calculus 1B: Integration](https://www.edx.org/course/calculus-1b-integration) | MIT | 15 weeks | 6-10 hours/week | self-paced | Calculus 1A: Differentiation
[Calculus 1C: Coordinate Systems & Infinite Series](https://www.edx.org/course/calculus-1c-coordinate-systems-infinite-mitx-18-01-3x-0)| MIT | 8 weeks | 6-10 hours/week | self-paced | Calculus 1B: Integration
[Linear Algebra - Foundations to Frontiers](https://www.edx.org/course/linear-algebra-foundations-to-frontiers) | UT Austin | 15 weeks | 6-10 hours/week | self-paced | [pre-calculus](https://www.edx.org/course/precalculus-asux-mat170x)
[Introduction to Probability and Data](https://imp.i384100.net/9WZ4E0) | Duke | 5 weeks | 5-7 hours/week | twice a month | none
[Intro to Statistics ](https://imp.i115008.net/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](https://imp.i384100.net/6b13dV) | 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](https://imp.i384100.net/dovNVq) | 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](https://imp.i115008.net/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](https://imp.i384100.net/7mVROr) | Princeton | 10 weeks | 2-5 hours/week | once a month | Calculus 1A (all), basic programming
[Algorithms, Part I](https://imp.i384100.net/DVm9eo) | Princeton | 6 weeks | 6-12 hours/week | once a month | Computer Science: Algorithms, Theory, and Machines
[Algorithms, Part II](https://imp.i384100.net/jW4xyv) | Princeton | 6 weeks | 6-12 hours/week | once a month | Algorithms, Part I
## Applications
Courses | School | Duration | Effort | Frequency | Prerequisites
:-- | :--: | :--: | :--: | :--: | :--:
[Software Engineering: Introduction](https://www.edx.org/course/software-engineering-introduction-ubcx-softeng1x) | UBCx | 6 weeks | 8-10 hours/week | self-paced | Java Programming: Build a Recommendation System
[Machine Learning](https://imp.i384100.net/YgYEBJ) | Stanford | 11 weeks | 5-7 hours/week | twice a month | Linear Algebra - Foundations to Frontiers
[Database Management Essentials](https://imp.i384100.net/kjvDMn) | CU | 7 weeks | 4-6 hours/week | twice a month | basic programming & CS knowledge
[Cryptography I](https://imp.i384100.net/DVm9ej)| 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](https://imp.i115008.net/linux-command-line-basics) | Udacity | 1 week | 5 hours/week | self-paced | none
[The Unix Workbench](https://imp.i384100.net/QOXZ4P) | JHU | 4 weeks | 4 hours/week | once a month | none