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@ -76,7 +76,7 @@ just remember that you can't purchase success!
# Community
- We have a chat room! This should be your first stop to talk with other OSSU students. Why don't you introduce yourself right now? [Join the chat in Gitter](https://gitter.im/open-source-society/computer-science) [![Join the chat at https://gitter.im/open-source-society/computer-science](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/open-source-society/computer-science?utm_campaign=pr-badge&utm_content=badge&utm_medium=badge&utm_source=badge)
- We have a discord server! This should be your first stop to talk with other OSSU students. Why don't you introduce yourself right now? [Join the CS channel in OSSU Discord](https://discord.gg/5pUhfpX)
- You can also interact through [GitHub issues](https://github.com/ossu/computer-science/issues). If there is a problem with a course, or a change needs to be made to the curriculum, this is the place to start the conversation. Read more [here](CONTRIBUTING.md).
- Add **Open Source Society University** to your [Linkedin](https://www.linkedin.com/school/11272443/) profile!
- Note: There is an unmaintained and deprecated firebase app that you might find when searching OSSU. You can safely ignore it. Read more in the [FAQ](./FAQ.md#why-is-the-firebase-ossu-app-different-or-broken).
@ -123,9 +123,9 @@ If you've never written a for-loop, or don't know what a string is in programmin
`simple programs`
`simple data structures`
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Python for Everybody](https://www.py4e.com/) | 34 weeks | 3 hours/week | none
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Python for Everybody](https://www.py4e.com/) | 34 weeks | 3 hours/week | none | [chat](https://discord.gg/syA242Z)
### Introduction to Computer Science
@ -137,9 +137,9 @@ This course will introduce you to the world of computer science. Students who ha
`basic data structures and algorithms`
`and more`
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Introduction to Computer Science and Programming using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-10) ([alt](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/)) | 9 weeks | 15 hours/week | [high school algebra](https://www.khanacademy.org/math/algebra-home)
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Introduction to Computer Science and Programming using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-10) ([alt](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/)) | 9 weeks | 15 hours/week | [high school algebra](https://www.khanacademy.org/math/algebra-home) | [chat](https://discord.gg/jvchSm9)
### Introduction to CS Tools
Understanding theory is important, but you will also be expected to create programs. There are a number of tools that are widely used to make that process easier. Learn them now to ease your future work writing programs.
@ -151,9 +151,9 @@ Understanding theory is important, but you will also be expected to create progr
`version control`
`and more`
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[The Missing Semester of Your CS Education](https://missing.csail.mit.edu/) | 2 weeks | 12 hours/week | -
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[The Missing Semester of Your CS Education](https://missing.csail.mit.edu/) | 2 weeks | 12 hours/week | - | [chat](https://discord.gg/5FvKycS)
## Core CS
@ -178,39 +178,39 @@ All coursework under Core CS is **required**, unless otherwise indicated.
The How to Code courses are based on the textbook [How to Design Programs](https://htdp.org/2003-09-26/). The First Edition is available for free online and includes problem sets and solutions. Students are encouraged to do these assignments.
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[How to Code - Simple Data](https://www.edx.org/course/how-code-simple-data-ubcx-htc1x) | 7 weeks | 8-10 hours/week | none
[How to Code - Complex Data](https://www.edx.org/course/how-code-complex-data-ubcx-htc2x) | 6 weeks | 8-10 hours/week | How to Code: Simple Data
[Programming Languages, Part A](https://www.coursera.org/learn/programming-languages) | 5 weeks | 4-8 hours/week | How to Code ([Hear instructor](https://www.coursera.org/lecture/programming-languages/recommended-background-k1yuh))
[Programming Languages, Part B](https://www.coursera.org/learn/programming-languages-part-b) | 3 weeks | 4-8 hours/week | Programming Languages, Part A
[Programming Languages, Part C](https://www.coursera.org/learn/programming-languages-part-c) | 3 weeks | 4-8 hours/week | Programming Languages, Part B
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[How to Code - Simple Data](https://www.edx.org/course/how-code-simple-data-ubcx-htc1x) | 7 weeks | 8-10 hours/week | none | [chat](https://discord.gg/RfqAmGJ)
[How to Code - Complex Data](https://www.edx.org/course/how-code-complex-data-ubcx-htc2x) | 6 weeks | 8-10 hours/week | How to Code: Simple Data | [chat](https://discord.gg/kczJzpm)
[Programming Languages, Part A](https://www.coursera.org/learn/programming-languages) | 5 weeks | 4-8 hours/week | How to Code ([Hear instructor](https://www.coursera.org/lecture/programming-languages/recommended-background-k1yuh)) | [chat](https://discord.gg/8BkJtXN)
[Programming Languages, Part B](https://www.coursera.org/learn/programming-languages-part-b) | 3 weeks | 4-8 hours/week | Programming Languages, Part A | [chat](https://discord.gg/EeA7VR9)
[Programming Languages, Part C](https://www.coursera.org/learn/programming-languages-part-c) | 3 weeks | 4-8 hours/week | Programming Languages, Part B | [chat](https://discord.gg/8EZUVbA)
### Math Electives
**Students must choose one of the following topics**: calculus, linear algebra, logic, or probability.
#### Calculus
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Calculus 1A: Differentiation](https://www.edx.org/course/calculus-1a-differentiation) | 13 weeks | 6-10 hours/week | [pre-calculus](https://www.futurelearn.com/courses/precalculus)
[Calculus 1B: Integration](https://www.edx.org/course/calculus-1b-integration) | 13 weeks | 5-10 hours/week | Calculus 1A
[Calculus 1C: Coordinate Systems & Infinite Series](https://www.edx.org/course/calculus-1c-coordinate-systems-infinite-series) | 6 weeks | 5-10 hours/week | Calculus 1B
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Calculus 1A: Differentiation](https://www.edx.org/course/calculus-1a-differentiation) | 13 weeks | 6-10 hours/week | [pre-calculus](https://www.futurelearn.com/courses/precalculus) | [chat](https://discord.gg/mPCt45F)
[Calculus 1B: Integration](https://www.edx.org/course/calculus-1b-integration) | 13 weeks | 5-10 hours/week | Calculus 1A | [chat](https://discord.gg/sddAsZg)
[Calculus 1C: Coordinate Systems & Infinite Series](https://www.edx.org/course/calculus-1c-coordinate-systems-infinite-series) | 6 weeks | 5-10 hours/week | Calculus 1B | [chat](https://discord.gg/FNEcNNq)
#### Linear Algebra
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Essence of Linear Algebra](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab) | - | - | [pre-calculus](https://www.futurelearn.com/courses/precalculus)
[Linear Algebra](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/) | 14 weeks | 12 hours/week | Essence of Linear Algebra
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Essence of Linear Algebra](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab) | - | - | [pre-calculus](https://www.futurelearn.com/courses/precalculus) | [chat](https://discord.gg/m6wHbP6)
[Linear Algebra](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/) | 14 weeks | 12 hours/week | Essence of Linear Algebra | [chat](https://discord.gg/k7nSWJH)
#### Logic
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Introduction to Logic](https://www.coursera.org/learn/logic-introduction) | 10 weeks | 4-8 hours/week | [set theory](https://www.youtube.com/playlist?list=PL5KkMZvBpo5AH_5GpxMiryJT6Dkj32H6N)
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Introduction to Logic](https://www.coursera.org/learn/logic-introduction) | 10 weeks | 4-8 hours/week | [set theory](https://www.youtube.com/playlist?list=PL5KkMZvBpo5AH_5GpxMiryJT6Dkj32H6N) | [chat](https://discord.gg/MbM2Gg5)
#### Probability
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Probability](https://projects.iq.harvard.edu/stat110/home) | 24 weeks | 12 hours/week | [Multivariable Calculus](https://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/)
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Probability](https://projects.iq.harvard.edu/stat110/home) | 24 weeks | 12 hours/week | [Multivariable Calculus](https://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/) | [chat](https://discord.gg/UVjs9BU)
### Core Math
In addition to their math elective, students must complete the following course on discrete mathematics.
@ -224,8 +224,8 @@ In addition to their math elective, students must complete the following course
`and more`
Courses | Duration | Effort | Notes | Prerequisites
:-- | :--: | :--: | :--: | :--:
[Mathematics for Computer Science](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/index.htm) | 13 weeks | 5 hours/week | An alternate version with solutions to the problem sets is [here](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2005/assignments/). Students struggling can consider the [Discrete Mathematics Specialization](https://www.coursera.org/specializations/discrete-mathematics) first. It is more interactive but less comprehensive, and costs money to unlock full interactivity. | Calculus 1C
:-- | :--: | :--: | :--: | :--: | :--:
[Mathematics for Computer Science](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/index.htm) | 13 weeks | 5 hours/week | An alternate version with solutions to the problem sets is [here](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2005/assignments/). Students struggling can consider the [Discrete Mathematics Specialization](https://www.coursera.org/specializations/discrete-mathematics) first. It is more interactive but less comprehensive, and costs money to unlock full interactivity. | Calculus 1C | [chat](https://discord.gg/EuTzNbF)
### Core systems
@ -246,12 +246,12 @@ Courses | Duration | Effort | Notes | Prerequisites
`and more`
Courses | Duration | Effort | Additional Text / Assignments| Prerequisites
:-- | :--: | :--: | :--: | :--:
[Introduction to Computer Science - CS50](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!) ([alt](https://cs50.harvard.edu/)) | 12 weeks | 10-20 hours/week | After the sections on C, skip to the next course. [Why?](FAQ.md#why-do-you-recommend-skipping-the-second-half-of-cs50) | introductory programming
[Build a Modern Computer from First Principles: From Nand to Tetris](https://www.coursera.org/learn/build-a-computer) ([alt](http://www.nand2tetris.org/)) | 6 weeks | 7-13 hours/week | - | C-like programming language
[Build a Modern Computer from First Principles: Nand to Tetris Part II ](https://www.coursera.org/learn/nand2tetris2) | 6 weeks | 12-18 hours/week | - | one of [these programming languages](https://user-images.githubusercontent.com/2046800/35426340-f6ce6358-026a-11e8-8bbb-4e95ac36b1d7.png), From Nand to Tetris Part I
[Introduction to Computer Networking](https://www.youtube.com/playlist?list=PLEAYkSg4uSQ2dr0XO_Nwa5OcdEcaaELSG)| 8 weeks | 4–12 hours/week | [Assignment 1](https://github.com/PrincetonUniversity/COS461-Public/tree/master/assignments/assignment1)<br>[Assignment 2](https://www.scs.stanford.edu/10au-cs144/lab/reliable/reliable.html)<br>[Assignment 3](https://nptel.ac.in/content/storage2/courses/106105080/pdf/M2L7.pdf)<br>[Assignment 4](http://www-net.cs.umass.edu/wireshark-labs/Wireshark_TCP_v7.0.pdf) | algebra, probability, basic CS
[Operating Systems: Three Easy Pieces](http://pages.cs.wisc.edu/~remzi/Classes/537/Spring2018/) | 10-12 weeks | 6 hours/week | - | algorithms
:-- | :--: | :--: | :--: | :--: | :--:
[Introduction to Computer Science - CS50](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!) ([alt](https://cs50.harvard.edu/)) | 12 weeks | 10-20 hours/week | After the sections on C, skip to the next course. [Why?](FAQ.md#why-do-you-recommend-skipping-the-second-half-of-cs50) | introductory programming | [chat](https://discord.gg/NruSj5Q)
[Build a Modern Computer from First Principles: From Nand to Tetris](https://www.coursera.org/learn/build-a-computer) ([alt](http://www.nand2tetris.org/)) | 6 weeks | 7-13 hours/week | - | C-like programming language | [chat](https://discord.gg/vxB2DRV)
[Build a Modern Computer from First Principles: Nand to Tetris Part II ](https://www.coursera.org/learn/nand2tetris2) | 6 weeks | 12-18 hours/week | - | one of [these programming languages](https://user-images.githubusercontent.com/2046800/35426340-f6ce6358-026a-11e8-8bbb-4e95ac36b1d7.png), From Nand to Tetris Part I | [chat](https://discord.gg/AsUXcPu)
[Introduction to Computer Networking](https://www.youtube.com/playlist?list=PLEAYkSg4uSQ2dr0XO_Nwa5OcdEcaaELSG)| 8 weeks | 4–12 hours/week | [Assignment 1](https://github.com/PrincetonUniversity/COS461-Public/tree/master/assignments/assignment1)<br>[Assignment 2](https://www.scs.stanford.edu/10au-cs144/lab/reliable/reliable.html)<br>[Assignment 3](https://nptel.ac.in/content/storage2/courses/106105080/pdf/M2L7.pdf)<br>[Assignment 4](http://www-net.cs.umass.edu/wireshark-labs/Wireshark_TCP_v7.0.pdf) | algebra, probability, basic CS | [chat](https://discord.gg/MJ9YXyV)
[Operating Systems: Three Easy Pieces](http://pages.cs.wisc.edu/~remzi/Classes/537/Spring2018/) | 10-12 weeks | 6 hours/week | - | algorithms | [chat](https://discord.gg/wZNgpep)
### Core theory
@ -268,12 +268,12 @@ Courses | Duration | Effort | Additional Text / Assignments| Prerequisites
`NP-completeness`
`and more`
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Divide and Conquer, Sorting and Searching, and Randomized Algorithms](https://www.coursera.org/learn/algorithms-divide-conquer) | 4 weeks | 4-8 hours/week | any programming language, Mathematics for Computer Science
[Graph Search, Shortest Paths, and Data Structures](https://www.coursera.org/learn/algorithms-graphs-data-structures) | 4 weeks | 4-8 hours/week | Divide and Conquer, Sorting and Searching, and Randomized Algorithms
[Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming](https://www.coursera.org/learn/algorithms-greedy) | 4 weeks | 4-8 hours/week | Graph Search, Shortest Paths, and Data Structures
[Shortest Paths Revisited, NP-Complete Problems and What To Do About Them](https://www.coursera.org/learn/algorithms-npcomplete) | 4 weeks | 4-8 hours/week | Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Divide and Conquer, Sorting and Searching, and Randomized Algorithms](https://www.coursera.org/learn/algorithms-divide-conquer) | 4 weeks | 4-8 hours/week | any programming language, Mathematics for Computer Science | [chat](https://discord.gg/mKRS7tY)
[Graph Search, Shortest Paths, and Data Structures](https://www.coursera.org/learn/algorithms-graphs-data-structures) | 4 weeks | 4-8 hours/week | Divide and Conquer, Sorting and Searching, and Randomized Algorithms | [chat](https://discord.gg/Qstqe4t)
[Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming](https://www.coursera.org/learn/algorithms-greedy) | 4 weeks | 4-8 hours/week | Graph Search, Shortest Paths, and Data Structures | [chat](https://discord.gg/dWVvjuz)
[Shortest Paths Revisited, NP-Complete Problems and What To Do About Them](https://www.coursera.org/learn/algorithms-npcomplete) | 4 weeks | 4-8 hours/week | Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming | [chat](https://discord.gg/dYuY78u)
### Core Security
**Topics covered**
@ -287,17 +287,17 @@ Courses | Duration | Effort | Prerequisites
Note: **_These courses are provisionally recommended_**. There is an open [Request For Comment](https://github.com/ossu/computer-science/issues/639) on security course selection. Contributors are encouraged to compare the various courses in the RFC and offer feedback.
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Information Security: Context and Introduction](https://www.coursera.org/learn/information-security-data) | 5 weeks | 3 hours/week | -
[Principles of Secure Coding](https://www.coursera.org/learn/secure-coding-principles)| 4 weeks | 4 hours/week | -
[Identifying Security Vulnerabilities](https://www.coursera.org/learn/identifying-security-vulnerabilities) | 4 weeks | 4 hours/week | -
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Information Security: Context and Introduction](https://www.coursera.org/learn/information-security-data) | 5 weeks | 3 hours/week | - | [chat](https://discord.gg/8h6Rz8g)
[Principles of Secure Coding](https://www.coursera.org/learn/secure-coding-principles)| 4 weeks | 4 hours/week | - | [chat](https://discord.gg/5gMdeSK)
[Identifying Security Vulnerabilities](https://www.coursera.org/learn/identifying-security-vulnerabilities) | 4 weeks | 4 hours/week | - | [chat](https://discord.gg/V78MjUS)
Choose **one** of the following:
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Identifying Security Vulnerabilities in C/C++Programming](https://www.coursera.org/learn/identifying-security-vulnerabilities-c-programming) | 4 weeks | 5 hours/week | -
[Exploiting and Securing Vulnerabilities in Java Applications](https://www.coursera.org/learn/exploiting-securing-vulnerabilities-java-applications) | 4 weeks | 5 hours/week | -
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Identifying Security Vulnerabilities in C/C++Programming](https://www.coursera.org/learn/identifying-security-vulnerabilities-c-programming) | 4 weeks | 5 hours/week | - | [chat](https://discord.gg/Vbxce7A)
[Exploiting and Securing Vulnerabilities in Java Applications](https://www.coursera.org/learn/exploiting-securing-vulnerabilities-java-applications) | 4 weeks | 5 hours/week | - | [chat](https://discord.gg/QxC22rR)
### Core applications
@ -316,15 +316,15 @@ Courses | Duration | Effort | Prerequisites
`raytracing`
`and more`
Courses | Duration | Effort | Prerequisites
:-- | :--: | :--: | :--:
[Relational Databases and SQL](https://www.edx.org/course/databases-5-sql)| 2 weeks | 10 hours/week | core programming
[Databases: Modeling and Theory](https://www.edx.org/course/modeling-and-theory)| 2 weeks | 10 hours/week | [Relational Databases and SQL](https://www.edx.org/course/databases-5-sql)
[Databases: Semistructured Data](https://www.edx.org/course/semistructured-data)| 2 weeks | 10 hours/week | core programming
[Machine Learning](https://www.coursera.org/learn/machine-learning)| 11 weeks | 4-6 hours/week | linear algebra
[Computer Graphics](https://www.edx.org/course/computer-graphics-uc-san-diegox-cse167x)| 6 weeks | 12 hours/week | C++ or Java, linear algebra
[Software Engineering: Introduction](https://www.edx.org/course/software-engineering-introduction-ubcx-softeng1x) | 6 weeks | 8-10 hours/week | Core Programming, and a [sizable project](FAQ.md#why-require-experience-with-a-sizable-project-before-the-Software-Engineering-courses)
[Software Development Capstone Project](https://www.edx.org/course/software-development-capstone-project-ubcx-softengprjx) | 6-7 weeks | 8-10 hours/week | Software Engineering: Introduction
Courses | Duration | Effort | Prerequisites | Discussion
:-- | :--: | :--: | :--: | :--:
[Relational Databases and SQL](https://www.edx.org/course/databases-5-sql)| 2 weeks | 10 hours/week | core programming | [chat](https://discord.gg/P8SPPyF)
[Databases: Modeling and Theory](https://www.edx.org/course/modeling-and-theory)| 2 weeks | 10 hours/week | [Relational Databases and SQL](https://www.edx.org/course/databases-5-sql) | [chat](https://discord.gg/pMFqNf4)
[Databases: Semistructured Data](https://www.edx.org/course/semistructured-data)| 2 weeks | 10 hours/week | core programming | [chat](https://discord.gg/duCJ3GN)
[Machine Learning](https://www.coursera.org/learn/machine-learning)| 11 weeks | 4-6 hours/week | linear algebra | [chat](https://discord.gg/NcXHDjy)
[Computer Graphics](https://www.edx.org/course/computer-graphics-uc-san-diegox-cse167x)| 6 weeks | 12 hours/week | C++ or Java, linear algebra | [chat](https://discord.gg/68WqMNV)
[Software Engineering: Introduction](https://www.edx.org/course/software-engineering-introduction-ubcx-softeng1x) | 6 weeks | 8-10 hours/week | Core Programming, and a [sizable project](FAQ.md#why-require-experience-with-a-sizable-project-before-the-Software-Engineering-courses) | [chat](https://discord.gg/5Qtcwtz)
[Software Development Capstone Project](https://www.edx.org/course/software-development-capstone-project-ubcx-softengprjx) | 6-7 weeks | 8-10 hours/week | Software Engineering: Introduction | [chat](https://discord.gg/2FAujEZ)
## Advanced CS