From 99f5d0338620eb4a2df2e97e5f1c72362a7932a1 Mon Sep 17 00:00:00 2001 From: hashcookie Date: Sun, 27 Aug 2023 18:04:47 +0800 Subject: [PATCH] update --- README-cn.md | 525 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 525 insertions(+) create mode 100644 README-cn.md diff --git a/README-cn.md b/README-cn.md new file mode 100644 index 0000000..fe7e444 --- /dev/null +++ b/README-cn.md @@ -0,0 +1,525 @@ +# OSSU 2023 调查 +你好 OSSUnians， +我们正在进行第一次人口普查。[您愿意花 15 分钟填写调查表吗？](https://docs.google.com/forms/d/e/1FAIpQLSfrON-YAh5nza6R0wpRkkhTOke5v9xSrZ3DXzec8f93KVSXjw/viewform?usp=sf_link) +您的回答将有助于我们了解您的学习背景和需求。所有回答都是匿名的。所有回答都将决定开源社会大学的未来。调查将持续两周。 + +![开源社会大学（OSSU）](https://i.imgur.com/kYYCXtC.png) + +

开源社会大学

+

+ 计算机科学免费自学教育之路！ +

+

+ + Awesome + + + Open Source Society University - Computer Science + +

+ +# 目录 + +- [概述](#概述) +- [社区](#社区) +- [课程](#课程) +- [行为准则](#行为准则) +- [团队](#团队) + +# 概述 + +OSSU 的课程是利用在线教材进行的 **完整的计算机科学教育**。 +它不仅仅是为了职业培训或专业发展。 +它适合那些希望在所有计算机学科的基本概念方面获得适当、全面基础的人、 +以及那些有纪律、有意愿（最重要的是！）养成良好习惯，能够在很大程度上靠自己获得这种教育的人、 +但有来自全球学习者社区的支持。 + +它是根据计算机科学本科专业的学位要求，减去通识教育（非计算机科学）的要求而设计的、 +因为我们假定，学习这门课程的大多数人都已经接受过计算机科学领域以外的教育。 +课程本身是世界上最好的课程之一，通常来自哈佛大学、普林斯顿大学、麻省理工学院等、 +这些课程通常来自哈佛大学、普林斯顿大学、麻省理工学院等名校，但都是根据以下标准特别挑选的。 + +**必备课程**: +- 开放注册 +- 定期运行（最好采用自定进度的形式，否则每年运行多次） +- 教材和教学原则质量普遍较高 +- 与 [CS 2013](CURRICULAR_GUIDELINES.md) 的课程标准相匹配：计算机科学本科学位课程指南 + +如果没有符合上述标准的课程，则以书籍作为课业的补充。 +有的课程或书籍不符合课程设置，但在其他方面质量很高、 +它们属于 [extras/courses] (extras/courses.md) 或 [extras/readings] (extras/readings.md)。 + +**组织** 课程设计如下： +- *CS 入门*：让学生尝试学习 CS，看看是否适合自己 +- *核心 CS*：大致相当于计算机科学课程的前三年，学习所有专业必修的课程 +- *高级 CS*：大致相当于计算机科学课程的最后一年，根据学生的兴趣选修课 +- *最终项目*：学生验证、巩固和展示其知识的项目，由全球同行进行评估 + +**学制** 如果你认真计划，每周投入大约 20 个小时的学习时间，在大约 2 年内完成学业是可能的。学员可以使用 [此电子表格 +](https://docs.google.com/spreadsheets/d/1bkUU90y4rKYQHwY5AR2iX6iiPTrPEsYs75GkCAkrgm4/copy)来估算自己的结束日期。复制一份，并在 "时间表 "表中输入开始日期和每周预计学时。在学习课程的过程中，您可以在 "课程数据 "表中输入您的实际课程完成日期，并获得最新的完成时间估计。 + +**费用** 所有或几乎所有课程材料均免费提供。不过，有些课程可能会对作业/测试/项目的评分收取费用。 +请注意，[Coursera](https://www.coursera.support/s/article/209819033-Apply-for-Financial-Aid-or-a-Scholarship?language=en_US) 和 [edX](https://courses.edx.org/financial-assistance/) 都提供经济援助。 + +根据自己的时间和预算来决定花多少钱； +请记住，成功是买不来的！ + +**过程** 学生可以单独或分组、按顺序或不按顺序完成课程。 +- 我们建议在核心 CS 中学习所有课程，只有在确定已经学过相关内容时才跳过某门课程。 +- 为简单起见，我们建议按照从上到下的顺序学习课程（尤其是核心 CS），因为这些课程已经按照先决条件进行了[拓扑排序](https://en.wikipedia.org/wiki/Topological_sorting)。 +- 高级 CS 课程为选修课。选择一个您希望成为专家的科目（如高级编程），然后选修该科目下的所有课程。您也可以创建自己的自定义科目，但我们建议您就所选科目从社区中获得验证。 + +**内容政策**。如果您打算公开展示您的部分课程作业，您必须只共享您被允许共享的文件。 +请勿违反您在每门课程开始时签署的行为准则！ + +**[如何贡献](CONTRIBUTING.md)** + +**[获取帮助](HELP.md)** （有关常见问题解答和聊天室的详细信息） + +# 社区 + +- 我们有一个 Discord 服务器！[![Discord](https://img.shields.io/discord/744385009028431943.svg?label=&logo=discord&logoColor=ffffff&color=7389D8&labelColor=6A7EC2)](https://discord.gg/wuytwK5s9h) 这应该是您与其他 OSSU 学生交流的第一站。何不现在就自我介绍一下呢？[加入 OSSU Discord](https://discord.gg/wuytwK5s9h) +- 您还可以通过 GitHub 问题进行互动。如果课程有问题，或者需要对课程进行修改，可以在这里开始对话。阅读更多 [此处](CONTRIBUTING.md)。 +- 订阅我们的 [时事通讯](https://tinyletter.com/OpenSourceSocietyUniversity)。 +- 将开源社会大学添加到您的 [Linkedin](https://www.linkedin.com/school/11272443/) 个人资料中！ +- 注意：在搜索开放源码社会大学时，您可能会发现一个未经维护且已过时的 firebase 应用程序。您可以放心地忽略它。请参阅 [FAQ](./FAQ.md#why-is-the-firebase-ossu-app-different-or-broken) 获取更多信息。 + +# 课程 + +**课程版本**：`8.0.0`（参考 [变更日志](CHANGELOG.md)）。 + +- [先决条件](#先决条件) +- [CS 简介](#CS-简介) + - [编程入门](#编程入门) + - [计算机科学导论](#计算机科学导论) +- [核心 CS](#核心CS) + - [核心编程](#核心编程) + - [核心数学](#核心数学) + - [CS 工具](#CS工具) + - [核心系统](#核心系统) + - [核心理论](#核心理论) + - [核心安全](#核心安全) + - [核心应用](#核心应用) + - [核心伦理](#核心伦理) +- [高级 CS](#高级CS) + - [高级编程](#高级编程) + - [高级系统](#高级系统) + - [高级理论](#advanced-theory) + - [高级信息安全](#高级信息安全) + - [高级数学](#高级数学) +- [最终项目](#最终项目) + +--- + +## 先决条件 + +- [核心 CS](#核心CS)假定学生已经学过[高中数学](https://github.com/ossu/computer-science/blob/master/FAQ.md#how-can-i-review-the-math-prerequisites)，包括代数、几何和微积分前期课程。 +- [高级 CS](#高级CS)假定学生已学完核心 CS 的全部课程。 +并有足够的知识来决定选修哪些课程。 +- 请注意，[高级系统](#高级系统) 假设学生已修过基础物理课程（如高中的 AP 物理）。 + +## CS 简介 + +### 编程入门 + +如果您从未编写过 for 循环，或者不知道什么是编程中的字符串，那么就从这里开始吧。本课程是自定进度的，您可以根据自己的需要调整每周的学时。 + +**所涉主题**: +`简单程序` +`简单数据结构` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--:| :--:| :--:| :--: +[面向所有人的 Python](https://www.py4e.com/lessons) | 10 周 | 10 小时/周 | 没有 | [聊天](https://discord.gg/syA242Z) + +### 计算机科学入门 + +本课程将向您介绍计算机科学的世界。已经通过上述课程或其他学习方式接触过编程的学生，应该选修本课程，以便了解未来的学习内容。如果你学完这门课程后还想了解更多，那么计算机科学很可能就是你的选择！ + +**所涉主题**: +`计算` +`命令式编程` +`基本数据结构和算法` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--:| :--:| :--:| :--: +[计算机科学与 Python 编程入门](https://ocw.mit.edu/courses/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/) ([替代](https://www.edx.org/course/introduction-to-computer-science-and-programming-7))| 9 周 | 15 小时/周 | [高中代数](https://www.khanacademy.org/math/algebra-home) | [聊天](https://discord.gg/jvchSm9) + +## 核心 CS + +除非另有说明，否则核心 CS 下的所有课程均为**必修**。 + +### 核心编程 +**所涉主题**: +`函数式编程` +`试验设计` +`计划要求` +`常用设计模式` +`单元测试` +`面向对象的设计` +`静态类型化` +`动态分型` +`ML 家族语言（通过标准 ML）` +`Lisp 家族语言（通过 Racket）` +`Ruby` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--:| :--:| :--:| :--: +[如何编写代码 - 简单数据](https://www.edx.org/course/how-to-code-simple-data) [(课本)](https://htdp.org/2022-8-7/Book/index.html) | 7 周 | 8-10 小时/周 | 无 | [聊天](https://discord.gg/RfqAmGJ) +[如何编码 - 复杂数据](https://www.edx.org/course/how-to-code-complex-data) | 6 周 | 8-10 小时/周 | 如何编码：简单数据 | [聊天](https://discord.gg/kczJzpm) +[编程语言 A 部分](https://www.coursera.org/learn/programming-languages) | 5 周 | 4-8 小时/周 | 如何编码 ([听教员讲课](https://www.coursera.org/lecture/programming-languages/recommended-background-k1yuh)) | [聊天](https://discord.gg/8BkJtXN) +[编程语言 B 部分](https://www.coursera.org/learn/programming-languages-part-b) | 3 周 | 4-8 小时/周 | 编程语言 A 部分 | [聊天](https://discord.gg/EeA7VR9) +[编程语言 C 部分](https://www.coursera.org/learn/programming-languages-part-c) | 3 周 | 4-8 小时/周 | 编程语言 B 部分 | [聊天](https://discord.gg/8EZUVbA) +[面向对象设计](https://www.coursera.org/learn/object-oriented-design) | 4周 | 4小时/周 | [基础Java](https://www.youtube.com/watch?v=GoXwIVyNvX0) +[设计模式](https://www.coursera.org/learn/design-patterns) | 4 周 | 4 小时/周 | 面向对象设计 +[软件体系结构](https://www.coursera.org/learn/software-architecture) | 4 周 | 2-5 小时/周 | 设计模式 + +### 核心数学 +离散数学（CS 数学）是先修课程，与算法和数据结构的学习密切相关。微积分既能为学生学习离散数学做好准备，又能帮助学生发展成熟的数学能力。 + +**所涉主题**: +`离散数学` +`数学证明` +`基本统计` +`O 符号` +`离散概率` +`更多` + +课程 | 时间 | 精力 | 笔记 | 先决条件 | 讨论 +:-- | :--:| :--:| :--:| :--:| :--: +[微积分 1A：微分](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+18.01.1x+2T2019/about) ([替代](https://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/index.htm)) | 13 周 | 6-10 小时/周 | 备用课程涵盖本课程和以下 2 门课程 | [高中数学](FAQ.md#how-can-i-review-the-math-prerequisites) | [聊天](https://discord.gg/mPCt45F) +[微积分 1B: 积分](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+18.01.2x+3T2019/about) | 13 周 | 5-10 小时/周 | - | 微积分 1A | [聊天](https://discord.gg/sddAsZg) +[微积分1C: 坐标系与无穷级数](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+18.01.3x+1T2020/about) | 6 周 | 5-10 小时/周 | - | Calculus 1B | [chat](https://discord.gg/FNEcNNq) +[计算机科学数学](https://openlearninglibrary.mit.edu/courses/course-v1:OCW+6.042J+2T2019/约) ([替代](https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/))| 13 周 | 5 小时/周 | [2015/2019 年解决方案](https://github.com/spamegg1/Math-for-CS-solutions) [2010 年解决方案](https://github.com/frevib/mit-cs-math-6042-fall-2010-problems) [2005 年解决方案](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2005/assignments/)。| 微积分 1C | [聊天](https://discord.gg/EuTzNbF) + + +### CS工具 +理解理论很重要，但你也需要编写程序。有许多工具被广泛用于简化这一过程。现在就学习它们，以便将来编写程序。 + +**所涉主题**: +`终端和Shell脚本编写` +`Vim编辑器` +`命令行环境` +`版本控制` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: +[你计算机科学教育中缺失的那个学期](https://missing.csail.mit.edu/) | 2 周 | 12 小时/周 | - | [聊天](https://discord.gg/5FvKycS) + +### 核心系统 + +**所涉主题**: +`过程式编程` +`手动内存管理` +`布尔代数` +`逻辑门电路` +`存储器` +`计算机体系结构` +`汇编语言` +`机器语言` +`虚拟机` +`高级语言` +`编译器` +`操作系统` +`网络协议` +`更多` + +课程 | 时间 | 精力 | 附加文本/作业| 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: | :--: +[从 Nand 到 Tetris：建立现代计算机](https://www.coursera.org/learn/build-a-computer) ([备选](https://www.nand2tetris.org/)) | 6 周 | 7-13 小时/周 | - | 类似 C 的编程语言 | [聊天](https://discord.gg/vxB2DRV) +[从 Nand 到 Tetris：建立现代计算机 II 部分](https://www.coursera.org/learn/nand2tetris2) | 6 周 | 12-18 小时/周 | - | 以下编程语言之一 [这些编程语言](https://user-images.githubusercontent.com/2046800/35426340-f6ce6358-026a-11e8-8bbb-4e95ac36b1d7.png), 从 Nand 到 Tetris 第一部分 | [聊天](https://discord.gg/AsUXcPu) +[操作系统：三步轻松完成](coursepages/ostep/README.md) | 10-12 周 | 6-10 小时/周 | - | 从 Nand 到 Tetris 第二部分 | [聊天](https://discord.gg/wZNgpep) +[计算机网络：自顶向下方法](http://gaia.cs.umass.edu/kurose_ross/online_lectures.htm)| 8 周 | 4–12 小时/周 | [Wireshark 实验](http://gaia.cs.umass.edu/kurose_ross/wireshark.php) | 代数、概率、基本的计算机科学 | [聊天](https://discord.gg/MJ9YXyV) + +### 核心理论 + +**所涉主题**: +`分治算法` +`排序和搜索` +`随机算法` +`图搜索` +`最短路径` +`数据结构` +`贪心算法` +`最小生成树` +`动态规划` +`NP完全性` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: +[分治算法、排序和搜索、以及随机算法](https://www.coursera.org/learn/algorithms-divide-conquer) | 4 周 | 4-8 小时/周 | 任何编程语言、计算机科学中的数学知识 | [聊天](https://discord.gg/mKRS7tY) +[图搜索、最短路径和数据结构](https://www.coursera.org/learn/algorithms-graphs-data-structures) | 4 周 | 4-8 小时/周 | 分治算法、排序和搜索、以及随机算法 | [聊天](https://discord.gg/Qstqe4t) +[贪心算法、最小生成树和动态规划](https://www.coursera.org/learn/algorithms-greedy) | 4 周 | 4-8 小时/周 | 图搜索、最短路径和数据结构 | [聊天](https://discord.gg/dWVvjuz) +[最短路径再探、NP完全问题以及解决方案](https://www.coursera.org/learn/algorithms-npcomplete) | 4 周 | 4-8 小时/周 | 贪心算法、最小生成树和动态规划 | [聊天](https://discord.gg/dYuY78u) + +### 核心安全 +**所涉主题** +`保密性，完整性，可用性` +`安全设计` +`防御性编程` +`威胁和攻击` +`网络安全` +`密码学` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: +[网络安全基础知识](https://www.edx.org/course/cybersecurity-fundamentals) | 8 周 | 10-12 小时/周 | - | [聊天](https://discord.gg/XdY3AwTFK4) +[安全编码原则](https://www.coursera.org/learn/secure-coding-principles)| 4 周 | 4 小时/周 | - | [聊天](https://discord.gg/5gMdeSK) +[安全漏洞的识别](https://www.coursera.org/learn/identifying-security-vulnerabilities) | 4 周 | 4 小时/周 | - | [聊天](https://discord.gg/V78MjUS) + +选择下列 **其中** 一个: + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: +[C/C++编程中的安全漏洞识别 ](https://www.coursera.org/learn/identifying-security-vulnerabilities-c-programming) | 4 周 | 5 小时/周 | - | [聊天](https://discord.gg/Vbxce7A) +[Java应用程序中的漏洞利用与安全性保障](https://www.coursera.org/learn/exploiting-securing-vulnerabilities-java-applications) | 4 周 | 5 小时/周 | - | [聊天](https://discord.gg/QxC22rR) + +### 核心应用程序 + +**所涉主题**: +`敏捷方法` +`REST` +`软件规格` +`重构` +`关系型数据库` +`事务处理` +`数据建模` +`神经网络` +`监督学习` +`无监督学习` +`OpenGL` +`光线追踪` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: +[数据库：建模与理论](https://www.edx.org/course/modeling-and-theory)| 2 周 | 10 小时/周 | 核心编程 | [聊天](https://discord.gg/pMFqNf4) +[数据库：关系数据库与SQL](https://www.edx.org/course/databases-5-sql)| 2 周 | 10 小时/周 | 核心编程 | [聊天](https://discord.gg/P8SPPyF) +[数据库：半结构化数据](https://www.edx.org/course/semistructured-data)| 2 周 | 10 小时/周 | 核心编程 | [聊天](https://discord.gg/duCJ3GN) +[机器学习](https://www.coursera.org/specializations/machine-learning-introduction)| 11 周 | 9 小时/周 | 基本编程 | [聊天](https://discord.gg/NcXHDjy) +[计算机图形学](https://www.edx.org/course/computer-graphics-2)| 6 周 | 12 小时/周 | C++ 或 Java，线性代数 | [聊天](https://discord.gg/68WqMNV) +[软件工程：入门](https://www.edx.org/course/software-engineering-introduction) | 6 周 | 8-10 小时/周 | 核心编程, 和一个 [较大的项目](FAQ.md#why-require-experience-with-a-sizable-project-before-the-Software-Engineering-courses) | [聊天](https://discord.gg/5Qtcwtz) + +### 核心道德 + +**所涉主题**: +`社会背景` +`分析工具` +`职业道德` +`知识产权` +`隐私和公民自由` +`更多` + +课程 | 时间 | 精力 | 先决条件 | 讨论 +:-- | :--: | :--: | :--: | :--: +[道德、技术与工程](https://www.coursera.org/learn/ethics-technology-engineering)| 9 周 | 2 小时/周 | none | [聊天](https://discord.gg/6ttjPmzZbe) +[知识产权概论](https://www.coursera.org/learn/introduction-intellectual-property)| 4 周 | 2 小时/周 | 无 | [聊天](https://discord.gg/YbuERswpAK) +[Data Privacy Fundamentals](https://www.coursera.org/learn/northeastern-data-privacy)| 3 周 | 3 小时/周 | 无 | [聊天](https://discord.gg/64J34ajNBd) + +## 高级CS + +After completing **every required course** in Core CS, students should choose a subset of courses from Advanced CS based on interest. +Not every course from a subcategory needs to be taken. +But students should take *every* course that is relevant to the field they intend to go into. + +### Advanced programming + +**Topics covered**: +`debugging theory and practice` +`goal-oriented programming` +`parallel computing` +`object-oriented analysis and design` +`UML` +`large-scale software architecture and design` +`and more` + +Courses | Duration | Effort | Prerequisites +:-- | :--: | :--: | :--: +[Parallel Programming](https://www.coursera.org/learn/scala-parallel-programming)| 4 weeks | 6-8 hours/week | Scala programming +[Compilers](https://www.edx.org/course/compilers) | 9 weeks | 6-8 hours/week | none +[Introduction to Haskell](https://www.seas.upenn.edu/~cis194/fall16/)| 14 weeks | - | - +[Learn Prolog Now!](https://www.let.rug.nl/bos/lpn//lpnpage.php?pageid=online) ([alt](https://github.com/ossu/computer-science/files/6085884/lpn.pdf))*| 12 weeks | - | - +[Software Debugging](https://www.udacity.com/course/software-debugging--cs259)| 8 weeks | 6 hours/week | Python, object-oriented programming +[Software Testing](https://www.udacity.com/course/software-testing--cs258) | 4 weeks | 6 hours/week | Python, programming experience + +(*) book by Blackburn, Bos, Striegnitz (compiled from [source](https://github.com/LearnPrologNow/lpn), redistributed under [CC license](https://creativecommons.org/licenses/by-sa/4.0/)) + +### 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) [alt1](https://ocw.mit.edu/courses/6-004-computation-structures-spring-2017/) [alt2 ](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/) ([alt](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) + +## Final project + +OSS University is project-focused. +The assignments and exams for each course are to prepare you to use your knowledge to solve real-world problems. + +After you've gotten through all of Core CS and the parts of Advanced CS relevant to you, you should think about a problem that you can solve using the knowledge you've acquired. +Not only does real project work look great on a resume, but the project will also validate and consolidate your knowledge. +You can create something entirely new, or you can find an existing project that needs help via websites like +[CodeTriage](https://www.codetriage.com/) +or +[First Timers Only](https://www.firsttimersonly.com/). + +Students who would like more guidance in creating a project may choose to use a series of project oriented courses. Here is a sample of options (many more are available, at this point you should be capable of identifying a series that is interesting and relevant to you): + +Courses | Duration | Effort | Prerequisites +:-- | :--: | :--: | :--: +[Fullstack Open](https://fullstackopen.com/en/) | 12 weeks | 15 hours/week | programming +[Modern Robotics (Specialization)](https://www.coursera.org/specializations/modernrobotics) | 26 weeks | 2-5 hours/week | freshman-level physics, linear algebra, calculus, [linear ordinary differential equations](https://www.khanacademy.org/math/differential-equations) +[Data Mining (Specialization)](https://www.coursera.org/specializations/data-mining) | 30 weeks | 2-5 hours/week | machine learning +[Big Data (Specialization)](https://www.coursera.org/specializations/big-data) | 30 weeks | 3-5 hours/week | none +[Internet of Things (Specialization)](https://www.coursera.org/specializations/internet-of-things) | 30 weeks | 1-5 hours/week | strong programming +[Cloud Computing (Specialization)](https://www.coursera.org/specializations/cloud-computing) | 30 weeks | 2-6 hours/week | C++ programming +[Data Science (Specialization)](https://www.coursera.org/specializations/jhu-data-science) | 43 weeks | 1-6 hours/week | none +[Functional Programming in Scala (Specialization)](https://www.coursera.org/specializations/scala) | 29 weeks | 4-5 hours/week | One year programming experience +[Game Design and Development with Unity 2020 (Specialization)](https://www.coursera.org/specializations/game-design-and-development) | 6 months | 5 hours/week | programming, interactive design + +### Evaluation + +Upon completing your final project: +- Submit your project's information to [PROJECTS](PROJECTS.md) via a pull request. +- Put the OSSU-CS badge in the README of your repository! +[![Open Source Society University - Computer Science](https://img.shields.io/badge/OSSU-computer--science-blue.svg)](https://github.com/ossu/computer-science) + + - Markdown: `[![Open Source Society University - Computer Science](https://img.shields.io/badge/OSSU-computer--science-blue.svg)](https://github.com/ossu/computer-science)` + - HTML: `Open Source Society University - Computer Science` +- Use our [community](#community) channels to announce it to your fellow students. + +Solicit feedback from your OSSU peers. +You will not be "graded" in the traditional sense — everyone has their own measurements for what they consider a success. +The purpose of the evaluation is to act as your first announcement to the world that you are a computer scientist +and to get experience listening to feedback — both positive and negative. + +The final project evaluation has a second purpose: to evaluate whether OSSU, +through its community and curriculum, is successful in its mission to guide independent learners in obtaining a world-class computer science education. + +### Cooperative work + +You can create this project alone or with other students! +**We love cooperative work**! +Use our [channels](#community) to communicate with other fellows to combine and create new projects! + +### Which programming languages should I use? + +My friend, here is the best part of liberty! +You can use **any** language that you want to complete the final project. + +The important thing is to **internalize** the core concepts and to be able to use them with whatever tool (programming language) that you wish. + +## Congratulations + +After completing the requirements of the curriculum above, you will have completed the equivalent of a full bachelor's degree in Computer Science. Congratulations! + +What is next for you? The possibilities are boundless and overlapping: + +- Look for a job as a developer! +- Check out the [readings](extras/readings.md) for classic books you can read that will sharpen your skills and expand your knowledge. +- Join a local developer meetup (e.g. via [meetup.com](https://www.meetup.com/)). +- Pay attention to emerging technologies in the world of software development: + + Explore the **actor model** through [Elixir](https://elixir-lang.org/), a new functional programming language for the web based on the battle-tested Erlang Virtual Machine! + + Explore **borrowing and lifetimes** through [Rust](https://www.rust-lang.org/), a systems language which achieves memory- and thread-safety without a garbage collector! + + Explore **dependent type systems** through [Idris](https://www.idris-lang.org/), a new Haskell-inspired language with unprecedented support for type-driven development. + +![keep learning](https://i.imgur.com/REQK0VU.jpg) + +# Code of conduct +[OSSU's code of conduct](https://github.com/ossu/code-of-conduct). + +## How to show your progress + +1. Create an account in [Trello](https://trello.com/). +1. Copy [this](https://trello.com/b/IScNSzsI/ossu-compsci) board to your personal account. +See how to copy a board [here](https://help.trello.com/article/802-copying-cards-lists-or-boards). + +Now that you have a copy of our official board, you just need to pass the cards to the `Doing` column or `Done` column as you progress in your study. + +We also have **labels** to help you have more control through the process. +The meaning of each of these labels is: + +- `Main Curriculum`: cards with that label represent courses that are listed in our curriculum. +- `Extra Resources`: cards with that label represent courses that were added by the student. +- `Doing`: cards with that label represent courses the student is currently doing. +- `Done`: cards with that label represent courses finished by the student. +Those cards should also have the link for at least one project/article built with the knowledge acquired in such a course. +- `Section`: cards with that label represent the section that we have in our curriculum. +Those cards with the `Section` label are only to help the organization of the Done column. +You should put the *Course's cards* below its respective *Section's card*. + +The intention of this board is to provide our students a way to track their progress, and also the ability to show their progress through a public page for friends, family, employers, etc. +You can change the status of your board to be *public* or *private*. + +# Team + +* **[Eric Douglas](https://github.com/ericdouglas)**: founder of OSSU +* **[Josh Hanson](https://github.com/joshmhanson)**: lead technical maintainer +* **[Waciuma Wanjohi](https://github.com/waciumawanjohi)**: lead academic maintainer +* **[Contributors](https://github.com/ossu/computer-science/graphs/contributors)**