课程介绍
大学图灵班算法全套学习资料：体系化算法、数学与密码学深度解析及实战是一套专为计算机科学爱好者和算法研究者设计的全方位学习资料。课程资料内容全面系统，涵盖算法设计与优化、数学理论基础、密码学原理、编译器构建以及计算理论的核心知识，帮助学员从理论到实践，全面掌握计算机科学核心技能。
课程内容亮点：
算法设计与分析：从基础算法(排序、搜索)到高级算法(动态规划、图论算法)的全体系学习;
数学理论基础：深入学习离散数学、数论、概率与线性代数，为算法设计提供扎实的理论支撑;
密码学核心原理：从对称加密到公钥加密，理解现代密码学算法及其实际应用;
编译原理与实现：系统学习词法分析、语法分析、代码生成与优化的基本理论与实现方法;
计算理论探索：掌握图灵机、复杂性理论与不可计算性等前沿理论，为深层次理解计算奠定基础。
适合人群：
对计算机科学核心理论感兴趣的大学生和研究者;
希望强化算法与数学基础的程序员和开发者;
准备参加算法竞赛或从事算法研究的学员;
想系统掌握编译原理、密码学与计算理论的学习者。
通过这套学习资料，学员不仅能够深入理解算法的核心思想，还将掌握计算机科学的理论基石，具备开发复杂系统与解决深层问题的能力，为职业发展和学术研究提供强大助力!
课程目录
SICP.zip
(1)\体系结构
(2)\图灵班算法材料
寒假图灵班第一次讨论.pdf
(3)\密码学
(4)\数学基础
(5)\数学进阶
(6)\编译原理
(7)\计算理论
(8)\体系结构\CS537;目录中文件数:57个
Discussion 09-23.mp4
Discussion 1- Entire (Fall ’21).mp4
Discussion on 9-11-13 — Intro to xv6 system calls.mp4
Discussion P4- Try 2.webm
Discussion- Pzip.mp4
Discussion-Sept30.mp4
Discussion.mp4
Exam Review.mp4
Last Lecture.mp4
Lecture 10- Part 1.mp4
Lecture 10- Part 2.mp4
Lecture 11- Part 1.mp4
Lecture 11- Part 2.mp4
Lecture 12- Part 1.mp4
Lecture 12- Part 2.mp4
Lecture 13- Part 1.mp4
Lecture 13- Part 2.mp4
Lecture 14- Part 1.mp4
Lecture 14- Part 2.mp4
Lecture 15- Part 1.mp4
Lecture 15- Part 2.mp4
Lecture 16- Part 1.mp4
Lecture 16- Part 2.mp4
Lecture 17- Part 1.mp4
Lecture 17- Part 2.mp4
Lecture 18- Part 1.mp4
Lecture 18- Part 2.mp4
Lecture 19- Part 1.mp4
Lecture 19- Part 2.mp4
Lecture 2- Part 1.mp4
Lecture 2- Part 2.mp4
Lecture 20- Part 1.mp4
Lecture 20- Part 2.mp4
Lecture 21- Log-Structured File System.mp4
Lecture 22- Crash Consistency.mp4
Lecture 23- NFS.mp4
Lecture 3 -Part 2.mp4
Lecture 3- Part 1.mp4
Lecture 4- Part 1.mp4
Lecture 4- Part 2.mp4
Lecture 5- Part 1.mp4
Lecture 5- Part 2.mp4
Lecture 6- Part 1.mp4
Lecture 6- Part 2.mp4
Lecture 6- Part 3.mp4
Lecture 7- Part 1.mp4
Lecture 7- Part 2.mp4
Lecture 8- Part 1.mp4
Lecture 8- Part 2 (Failure).mp4
Lecture 8- Part 3.mp4
Lecture 9- Part 1 (StartedLate).mp4
Lecture 9- Part 2.mp4
Lecture1- Part1 (Fall ’21).mp4
Lecture1- Part2 (Fall ’21).mp4
Review.mp4
Review.webm
srt.zip
(9)\体系结构\CSCI0300;目录中文件数:25个
Lec1.mp4
Lec10.mp4
Lec11.mp4
Lec12.mp4
Lec13.mp4
Lec14.mp4
Lec15.mp4
Lec16.mp4
Lec17.mp4
Lec18.mp4
Lec19.mp4
Lec2.mp4
Lec20.mp4
Lec21.mp4
Lec22.mp4
Lec23.mp4
Lec24.mp4
Lec3(1).mp4
Lec3(2).mp4
Lec4.mp4
Lec5.mp4
Lec6.mp4
Lec7.mp4
Lec8.mp4
Lec9.mp4
(10)\图灵班算法材料\CS170;目录中文件数:2个
cs170-coding-notebooks-sp23-master.zip
CS170Sp23WithSol.zip
(11)\图灵班算法材料\CS61B;目录中文件数:2个
CS61B 2022Fall HW.zip
skeleton-sp21.zip
(12)\图灵班算法材料\教材;目录中文件数:4个
Algorithms 4th Edition.pdf
CLRS4 Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein – Introduction to Algorithms-The MIT Press (2022).pdf
(27)算法导论(原书第3版).pdf
(30)算法(第4版)中文版.pdf
(13)\密码学\CSCI1515;目录中文件数:1个
CSCI1515(23Sp).zip
(14)\数学基础\CS70;目录中文件数:1个
CS70Sp22.zip
(15)\数学进阶\CS126;目录中文件数:1个
CS126sp23.zip
(16)\编译原理\CSCI1260;目录中文件数:0个
(17)\计算理论\CS172 Video;目录中文件数:27个
[CS172] 10-11 Lecture 13.mp4
[CS172] 10-13 Lecture 14.mp4
[CS172] 10-18 Lecture 15.mp4
[CS172] 10-20 Lecture 16.mp4
[CS172] 10-25 Lecture 17.mp4
[CS172] 10-27 Lecture 18.mp4
[CS172] 10-4 Lecture 11.mp4
[CS172] 10-6 Lecture 12.mp4
[CS172] 11-10 Lecture 21.mp4
[CS172] 11-15 Lecture 22.mp4
[CS172] 11-17 Lecture 23.mp4
[CS172] 11-2 Lecture 19.mp4
[CS172] 11-22 Lecture 24.mp4
[CS172] 11-29 Lecture 25.mp4
[CS172] 11-8 Lecture 20.webm
[CS172] 12-1 Lecture 26.mp4
[CS172] 8-25 Lecture 1.mp4
[CS172] 8-30 Lecture 2.mp4
[CS172] 9-01 Lecture 3.mp4
[CS172] 9-15 Lecture 7.mp4
[CS172] 9-20 Lecture 8.mp4
[CS172] 9-22 Lecture 9.mp4
[CS172] 9-27 Lecture 10.mp4
[CS172] 9-6 Lecture 4.mp4
[CS172] 9-8 Lecture 5.mp4
[CS172] 9-8 Lecture 6.mp4
字幕.zip
(18)\密码学\CSCI1515\CSCI1515 Lecture23Sp;目录中文件数:24个
CSCI1515 Lec1.mp4
CSCI1515 Lec10.mp4
CSCI1515 Lec11.mp4
CSCI1515 Lec12.mp4
CSCI1515 Lec13.mp4
CSCI1515 Lec14.mp4
CSCI1515 Lec15.mp4
CSCI1515 Lec16.mp4
CSCI1515 Lec17.mp4
CSCI1515 Lec18.mp4
CSCI1515 Lec19.mp4
CSCI1515 Lec2.mp4
CSCI1515 Lec20.mp4
CSCI1515 Lec21.mp4
CSCI1515 Lec22.mp4
CSCI1515 Lec23.mp4
CSCI1515 Lec24.mp4
CSCI1515 Lec3.mp4
CSCI1515 Lec4.mp4
CSCI1515 Lec5.mp4
CSCI1515 Lec6.mp4
CSCI1515 Lec7.mp4
CSCI1515 Lec8.mp4
CSCI1515 Lec9.mp4
(19)\编译原理\CSCI1260\2023Spring;目录中文件数:1个
Brown CSCI1260 23Sp.zip
(20)\编译原理\CSCI1260\2023Spring\video;目录中文件数:23个
10.12 Handling errors.mp4
10.17 Interacting with the environment.mp4
10.19 Output and functions.mp4
10.24 More functions.mp4
10.3 Pairs and the heap.mp4
10.31 Tail calls.mp4
10.5 Debugging assembly and assorted topics.mp4
11.14 First class and anonymous functions.mp4
11.16 Closures.mp4
11.2 Guest lecture by Yaron Minsky.mp4
11.21 Optimization intro – constant folding.mp4
11.28 Inlining and CSE.m3u8.mp4
11.30 IRs and register allocation.mp4
11.7 Parsing.mp4
11.9 More parsing; function pointers.mp4
12.5 Trust and verification; wrap-up.mp4
9.12 OCaml intro, S-Expressions.mp4
9.14 Unary operations.mp4
9.19 Booleans.mp4
9.21 More Booleans, conditionals.mp4
9.26 Binary operations.mp4
9.28 Naming expressions with let.mp4
9.7 What is a compiler.mp4
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