From f74eec9fbc5fa62b30cb21ba46e7b18564a5935c Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Wed, 22 Dec 2021 22:56:48 +0800 Subject: [PATCH 1/8] Update guide for CLI environment construction. --- docs/CS学习规划.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/docs/CS学习规划.md b/docs/CS学习规划.md index c5aae275..66beb6ef 100644 --- a/docs/CS学习规划.md +++ b/docs/CS学习规划.md @@ -36,7 +36,9 @@ IDE（Integrated Development Environment）：集成开发环境，说白了就 > 实际上的开发 —— 配环境配几天还没开始写代码。 -under construction. +一份灵感来自 [6.NULL MIT-Missing-Semester](编程入门/MIT-Missing-Semester.md) 的 [环境配置指南](https://taylover2016.github.io/%E6%96%B0%E6%9C%BA%E5%99%A8%E4%B8%8A%E6%89%8B%E6%8C%87%E5%8D%97%EF%BC%88%E6%96%B0%E6%89%8B%E5%90%91%EF%BC%89/index.html)，重点在于终端的美化配置。此外还包括常用软件源（如`GitHub`, `Anaconda`, `pip`等）的加速与替换以及一些IDE的配置与激活教程。 + +More contents under construction. ## 课程地图 > 正如这章开头提到的，这份课程地图仅仅是一个**仅供参考**的课程规划，我作为一个临近毕业的本科生。深感自己没有权利也没有能力向别人宣扬“应该怎么学”。因此如果你觉得以下的课程分类与选择有不合理之处，我全盘接受，并深感抱歉。你可以在下一节定制属于你的课程地图 From d276ddff87a8415d8a4a65f95e0940f5e539c4a8 Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 00:07:39 +0800 Subject: [PATCH 2/8] Information Theory course from Cambridge --- ...Theory, Pattern Recognition, and Neural Networks.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md diff --git a/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md b/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md new file mode 100644 index 00000000..f3a55b0a --- /dev/null +++ b/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md @@ -0,0 +1,14 @@ +## 课程简介 +- 所属大学：Cambridge +- 先修要求：Calculus, Linear Algebra, Probabilities and Statistics +- 编程语言：Anything would be OK, Python preferred +- 课程难度：🌟🌟🌟 +- 预计学时：30-50 小时 + +## 课程资源 +- [课程网站](http://www.inference.org.uk/mackay/itila/) +- [课程视频](https://www.bilibili.com/video/BV1rs411T71e) +- 课程教材：Information Theory, Inference, and Learning Algorithms 在课程网站可以下载到免费的电子版 +- 课程作业：在每一节课视频的最后会留教材上的课后习题 + +## R.I.P Prof. David MacKay From a0efc118d5ee6614f345ce3d6ed9f2d906ff8e7c Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 21:27:06 +0800 Subject: [PATCH 3/8] Information Theory course from Cambridge Updated --- ... Information Theory, Pattern Recognition, and Neural Networks.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md b/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md index f3a55b0a..9cd0cbca 100644 --- a/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md +++ b/docs/数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md @@ -5,6 +5,8 @@ - 课程难度：🌟🌟🌟 - 预计学时：30-50 小时 +剑桥大学 Sir David MacKay 教授的信息论课程。教授是一位十分精通信息论与神经网络的学者，课程对应教材也是信息论领域的一部经典著作。可惜天妒英才... + ## 课程资源 - [课程网站](http://www.inference.org.uk/mackay/itila/) - [课程视频](https://www.bilibili.com/video/BV1rs411T71e) From 23e59f5a51be0690e06e00db3e3a2c1b0039d260 Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 21:31:25 +0800 Subject: [PATCH 4/8] MIT 6.042J added --- docs/数学基础/6.042J.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 docs/数学基础/6.042J.md diff --git a/docs/数学基础/6.042J.md b/docs/数学基础/6.042J.md new file mode 100644 index 00000000..32b2ae6b --- /dev/null +++ b/docs/数学基础/6.042J.md @@ -0,0 +1,14 @@ +## 课程简介 +- 所属大学：MIT +- 先修要求：Calculus, Linear Algebra +- 编程语言：Python preferred +- 课程难度：🌟🌟🌟 +- 预计学时：50-70 小时 + +MIT 的离散数学以及概率综合课程，导师是大名鼎鼎的 **Tom Leighton** (`Akamai`的联合创始人之一)。学完之后对于后续的算法学习大有裨益。 + +## 课程资源 + +- [课程网站](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/) +- [课程视频](https://www.bilibili.com/video/BV1L741147VX) +- [课程作业](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/assignments/) From 93b70efab01fd7620d6dd5d20b45157864f64cab Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 21:33:34 +0800 Subject: [PATCH 5/8] CS50 description modified --- docs/CS学习规划.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/CS学习规划.md b/docs/CS学习规划.md index 66beb6ef..34fd4f01 100644 --- a/docs/CS学习规划.md +++ b/docs/CS学习规划.md @@ -91,7 +91,7 @@ More contents under construction. #### Shell - [MIT-Missing-Semester](编程入门/MIT-Missing-Semester.md) #### Python -- [Harvard CS50: This is CS50x](编程入门/CS50.md) +- [Harvard CS50: This is CS50x](编程入门/CS50.md) 最好的计算机基础入门课，你绝对会爱上的。 - [UCB CS61A: Structure and Interpretation of Computer Programs](编程入门/CS61A.md) #### C++ - [Stanford CS106L: Standard C++ Programming](编程入门/CS106L.md) From 12ec64e6a530855fdb7252be35e93c0c962f9f19 Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 21:44:15 +0800 Subject: [PATCH 6/8] Signals and Systems by Prof. Oppenheim added --- docs/电子基础/Signals and Systems_AVO.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 docs/电子基础/Signals and Systems_AVO.md diff --git a/docs/电子基础/Signals and Systems_AVO.md b/docs/电子基础/Signals and Systems_AVO.md new file mode 100644 index 00000000..eeb8041f --- /dev/null +++ b/docs/电子基础/Signals and Systems_AVO.md @@ -0,0 +1,16 @@ +## 课程简介 +- 所属大学：MIT +- 先修要求：Calculus, Linear Algebra +- 编程语言：Matlab Preferred +- 课程难度：🌟🌟 +- 预计学时：50-70 小时 + +看到课程老师的名字：Prof. Alan V. Oppenheim + +好的，上这门课的理由已经足够了。 + +## 课程资源 +- [课程网站](https://ocw.mit.edu/resources/res-6-007-signals-and-systems-spring-2011/index.htm) +- [课程视频](https://www.bilibili.com/video/BV1CZ4y1j7hs) +- 课程教材：Signals and Systems, 2nd Edition +- [课程作业](https://ocw.mit.edu/resources/res-6-007-signals-and-systems-spring-2011/assignments) From e607ce90e9b71f8a338144901f0ab4d658654581 Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 21:49:51 +0800 Subject: [PATCH 7/8] CS106B/X added --- docs/数据结构与算法/CS106B_CS106X.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 docs/数据结构与算法/CS106B_CS106X.md diff --git a/docs/数据结构与算法/CS106B_CS106X.md b/docs/数据结构与算法/CS106B_CS106X.md new file mode 100644 index 00000000..00e592f3 --- /dev/null +++ b/docs/数据结构与算法/CS106B_CS106X.md @@ -0,0 +1,13 @@ +## 课程简介 +- 所属大学：Stanford +- 先修要求：计算机基础(CS50/CS106A/CS61A or equivalent) +- 编程语言：C++ +- 课程难度：🌟🌟 +- 预计学时：50-70 小时 + +## 课程资源 +- 课程网站： +[下载课件请点我](https://web.stanford.edu/class/archive/cs/cs106b/cs106b.1198/) +[课程主页请点我（可查看课后小作业）](https://web.stanford.edu/class/archive/cs/cs106b/cs106b.1184/index.shtml) +[每周大作业请点我](https://web.stanford.edu/class/archive/cs/cs106b/cs106b.1176/) +- [课程视频](https://www.bilibili.com/video/BV1G7411k7jG) From 74f0c2bc6d1fd9af6f061433b58b4ee210decc0e Mon Sep 17 00:00:00 2001 From: Tony Zhang Date: Thu, 23 Dec 2021 21:57:43 +0800 Subject: [PATCH 8/8] Navigation modified --- docs/CS学习规划.md | 4 +++- mkdocs.yml | 4 ++++ 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/docs/CS学习规划.md b/docs/CS学习规划.md index 34fd4f01..c445e716 100644 --- a/docs/CS学习规划.md +++ b/docs/CS学习规划.md @@ -105,10 +105,12 @@ More contents under construction. 作为计算机系的学生，了解一些基础的电路知识，感受从传感器收集数据到数据分析再到算法预测整条流水线，对于后续知识的学习以及计算思维的培养还是很有帮助的。[EE16A&B: Designing Information Devices and Systems I&II](./电子基础/EE16.md)是伯克利EE学生的大一入门课，其中EE16A注重通过电路从实际环境中收集和分析数据，而EE16B则侧重从这些收集到的数据进行分析并做出预测行为。 #### 信号与系统 信号与系统是一门我觉得非常值得一上的课，最初学它只是为了满足我对傅里叶变换的好奇，但学完之后我才不禁感叹，傅立叶变换给我提供了一个全新的视角去看待这个世界，就如同微分方程一样，让你沉浸在用数学去精确描绘和刻画这个世界的优雅与神奇之中。 -[MIT 6.003 : signal and systems](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-003-signals-and-systems-fall-2011/lecture-videos/lecture-1-signals-and-systems/)提供了全部的课程录影、书面作业以及答案。而[UCB EE120 : Signal and Systems](电子基础/signal.md)关于傅立叶变换的notes写得非常好，并且提供了6个非常有趣的Python编程作业，让你实践中运用信号与系统的理论与算法。 +[MIT 6.003 : signal and systems](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-003-signals-and-systems-fall-2011/lecture-videos/lecture-1-signals-and-systems/)提供了全部的课程录影、书面作业以及答案。也可以去看这门课的[远古版本](电子基础/Signals%20and%20Systems_AVO.md) +而[UCB EE120 : Signal and Systems](电子基础/signal.md)关于傅立叶变换的notes写得非常好，并且提供了6个非常有趣的Python编程作业，让你实践中运用信号与系统的理论与算法。 ### 数据结构与算法 #### 数据结构与算法 +- [Stanford CS106B/X: Programming Abstractions](数据结构与算法/CS106B_CS106X.md) - [UCB CS61B: Data Structures and Algorithms](数据结构与算法/CS61B.md) - [Coursera: Algorithms I & II](数据结构与算法/Algo.md) #### 算法设计与分析 diff --git a/mkdocs.yml b/mkdocs.yml index 02a547bd..e6723977 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -19,7 +19,9 @@ nav: - 数学基础: - 'MIT18.01/18.02: Calculus': '数学基础/MITmaths.md' - 'MIT18.06: Linear Algebra': '数学基础/MITLA.md' + - 'MIT 6.042J: Mathematics for Computer Science': '数学基础/6.042J.md' - 'MIT6.050J: Information theory and Entropy': '数学基础/information.md' + - 'The Information Theory, Patter Recognition, and Neural Networks':'数学基础/The Information Theory, Pattern Recognition, and Neural Networks.md' - 数学进阶: - 'UCB CS70: discrete Math and probability theory': '数学进阶/CS70.md' - 'UCB CS126: probability theory': '数学进阶/CS126.md' @@ -32,9 +34,11 @@ nav: - 'Stanford CS106L: Standard C++ Programming': '编程入门/CS106L.md' - 'Stanford CS110L: Safety in Systems Programming': '编程入门/CS110L.md' - 电子基础: + - 'MIT 6.007 Signals and Systems': '电子基础/Signals and Systems_AVO.md' - 'EE16A&B: Designing Information Devices and Systems I&II': '电子基础/EE16.md' - 'UCB EE120 : Signal and Systems': '电子基础/signal.md' - 数据结构与算法: + - 'CS106B/X':'数据结构与算法/CS106B_CS106X.md' - 'UCB CS61B: Data Structures and Algorithms': '数据结构与算法/CS61B.md' - 'Coursera: Algorithms I & II': '数据结构与算法/Algo.md' - 'UCB CS170: Efficient Algorithms and Intractable Problems': '数据结构与算法/CS170.md'