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The Open Source Computer Science Degree sc: Ossu
https://github.com/byt3exec/learning-source
computer-science course opensource
Last synced: 19 days ago
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The Open Source Computer Science Degree sc: Ossu
Host: GitHub
URL: https://github.com/byt3exec/learning-source
Owner: byt3exec
License: unlicense
Created: 2024-03-10T17:17:56.000Z (10 months ago)
Default Branch: main
Last Pushed: 2024-04-06T19:24:23.000Z (9 months ago)
Last Synced: 2024-12-14T22:18:30.910Z (24 days ago)
Topics: computer-science, course, opensource
Homepage:
Size: 9.77 KB
Stars: 11
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE
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README

        # The Open Source Learning Computer Science

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

## Core ethics

**Topics covered**:

`Social Context`

`Analytical Tools`

`Professional Ethics`

`Intellectual Property`

`Privacy and Civil Liberties`

`and more`

Courses | Duration | Effort | Prerequisites | Discussion

:-- | :--: | :--: | :--: | :--:

[Ethics, Technology and Engineering](https://www.coursera.org/learn/ethics-technology-engineering)| 9 weeks | 2 hours/week | none | [chat](https://discord.gg/6ttjPmzZbe)

[Introduction to  Intellectual Property](https://www.coursera.org/learn/introduction-intellectual-property)| 4 weeks | 2 hours/week | none | [chat](https://discord.gg/YbuERswpAK)

[Data Privacy Fundamentals](https://www.coursera.org/learn/northeastern-data-privacy)| 3 weeks | 3 hours/week | none | [chat](https://discord.gg/64J34ajNBd)

## Advanced systems

**Topics covered**:

`digital signaling`

`combinational logic`

`CMOS technologies`

`sequential logic`

`finite state machines`

`processor instruction sets`

`caches`

`pipelining`

`virtualization`

`parallel processing`

`virtual memory`

`synchronization primitives`

`system call interface`

`and more`

Courses | Duration | Effort | Prerequisites | Notes

:-- | :--: | :--: | :--: | :--:

[Computation Structures 1: Digital Circuits](https://learning.edx.org/course/course-v1:MITx+6.004.1x_3+3T2016) [alternative 1](https://ocw.mit.edu/courses/6-004-computation-structures-spring-2017/) [alternative 2](https://ocw.mit.edu/courses/6-004-computation-structures-spring-2009/) | 10 weeks | 6 hours/week | [Nand2Tetris II](https://www.coursera.org/learn/nand2tetris2) | Alternate links contain all 3 courses.

[Computation Structures 2: Computer Architecture](https://learning.edx.org/course/course-v1:MITx+6.004.2x+3T2015) | 10 weeks | 6 hours/week | Computation Structures 1 |

[Computation Structures 3: Computer Organization](https://learning.edx.org/course/course-v1:MITx+6.004.3x_2+1T2017) | 10 weeks | 6 hours/week | Computation Structures 2 |

## Advanced theory

**Topics covered**:

`formal languages`

`Turing machines`

`computability`

`event-driven concurrency`

`automata`

`distributed shared memory`

`consensus algorithms`

`state machine replication`

`computational geometry theory`

`propositional logic`

`relational logic`

`Herbrand logic`

`game trees`

`and more`

Courses | Duration | Effort | Prerequisites

:-- | :--: | :--: | :--:

[Theory of Computation](https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/) ([alternative](http://aduni.org/courses/theory/index.php?view=cw)) | 13 weeks | 10 hours/week | [Mathematics for Computer Science](https://openlearninglibrary.mit.edu/courses/course-v1:OCW+6.042J+2T2019/about), logic, algorithms

[Computational Geometry](https://www.edx.org/course/computational-geometry) | 16 weeks | 8 hours/week | algorithms, C++

[Game Theory](https://www.coursera.org/learn/game-theory-1) | 8 weeks | 3 hours/week | mathematical thinking, probability, calculus

## Advanced Information Security

Courses | Duration | Effort | Prerequisites

:-- | :--: | :--: | :--:

[Web Security Fundamentals](https://www.edx.org/course/web-security-fundamentals) | 5 weeks | 4-6 hours/week | understanding basic web technologies

[Security Governance & Compliance](https://www.coursera.org/learn/security-governance-compliance) | 3 weeks | 3 hours/week | -

[Digital Forensics Concepts](https://www.coursera.org/learn/digital-forensics-concepts) | 3 weeks | 2-3 hours/week | Core Security

[Secure Software Development: Requirements, Design, and Reuse](https://www.edx.org/course/secure-software-development-requirements-design-and-reuse) | 7 weeks | 1-2 hours/week | Core Programming and Core Security

[Secure Software Development: Implementation](https://www.edx.org/course/secure-software-development-implementation) | 7 weeks | 1-2 hours/week | Secure Software Development: Requirements, Design, and Reuse

[Secure Software Development: Verification and More Specialized Topics](https://www.edx.org/course/secure-software-development-verification-and-more-specialized-topics) | 7 weeks | 1-2 hours/week | Secure Software Development: Implementation

## Advanced math

Courses | Duration | Effort | Prerequisites | Discussion

:-- | :--: | :--: | :--: | :--:

[Essence of Linear Algebra](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab) | - | - | [high school math](FAQ.md#how-can-i-review-the-math-prerequisites) | [chat](https://discord.gg/m6wHbP6)

[Linear Algebra](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/) | 14 weeks | 12 hours/week | corequisite: Essence of Linear Algebra | [chat](https://discord.gg/k7nSWJH)

[Introduction to Numerical Methods](https://ocw.mit.edu/courses/mathematics/18-335j-introduction-to-numerical-methods-spring-2019/index.htm)| 14 weeks | 12 hours/week | [Linear Algebra](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/) | [chat](https://discord.gg/FNEcNNq)

[Introduction to Formal Logic](https://forallx.openlogicproject.org/) | 10 weeks | 4-8 hours/week | [Set Theory](https://www.youtube.com/playlist?list=PL5KkMZvBpo5AH_5GpxMiryJT6Dkj32H6N) | [chat](https://discord.gg/MbM2Gg5)

[Probability](https://projects.iq.harvard.edu/stat110/home) | 15 weeks | 5-10 hours/week | [Differentiation and Integration](https://www.edx.org/course/calculus-1b-integration) | [chat](https://discord.gg/UVjs9BU)