coursera用python玩转数据_无责任共享 Coursera、Udacity 等课程视频

本文转载自网络，原作者不详。

程序语言

interactivepython-003 Rice - An Introduction to Interactive Programming in Python 链接: http://pan.baidu.com/s/1kTJA0Er 密码: 9pdh (分享失败)

Python Advanced Tutorial (From youtube) 链接:http://pan.baidu.com/s/1jGvVQ0u 密码:teh9

pkujava-001 Peking University - Java程序设计 链接: http://pan.baidu.com/s/1mglc37i 密码: 4uif

progfun-005 Functional Programming Principles in Scala 链接: http://pan.baidu.com/s/1ntAITzN 密码: duxk

ruby-on-rails-intro Ruby on Rails: An Introduction by Johns Hopkins University 链接: http://pan.baidu.com/s/1nt5ZTup 密码: 7f7w

swift-programming Introduction To Swift Programming by University of Toronto 链接: http://pan.baidu.com/s/1c0qdnEg 密码: y9iy

ios-app-development-basics iOS App Development Basics - University of Toronto 链接: http://pan.baidu.com/s/1kUpBTlX 密码: uyne

CS基础课程

dsalgo-001 Peking - 数据结构与算法 Data Structures and Algorithms

algs4partI-009 普林斯顿的算法课 part I

algs4partII-006 普林斯顿的算法课 part II 链接: http://pan.baidu.com/s/1pJZoJrl 密码: pjds

comparch-003 Princeton - Computer Architecture

compilers-004 Stanford - Compilers

hwswinterface-001 The Hardware/Software Interface，软硬件借口【CSAPP】

pkuco-001 Peking - 计算机组成 Computer Organization

操作系统原理(Operating Systems)

os-001 Peking University

aoo 面向对象技术高级课程(The Advanced Object-Oriented Technology)

android-002 Programming Mobile Applications for Android Handheld Systems

LFS101x Linux 导论(Introduction to Linux edX)

[数据结构与算法] 数据结构与算法视频教程

麻省理工学院公开课：算法导论

softwaretesting-001 软件测试 (Software Testing)

CSE341 Programming Languages, Spring 2013 编程语言

reactive-002 Principles of Reactive Programming

python-network-data Using Python to Access Web Data - University of Michigan

jisuanji-caozuo-xitong 计算机操作系统 NANJING UNIVERSITY

web-frameworks Front-End Web UI Frameworks and Tools - The Hong Kong University of Science and Technology

raspberry-pi-platform The Raspberry Pi Platform and Python Programming for the Raspberry Pi - University of California, Irvine链接: http://pan.baidu.com/s/1dEtRUwT 密码: h7eu

网络

comnetworks-002 Computer Networks 链接: http://pan.baidu.com/s/1mgiuAMk 密码: eceg (分享失败)

sdn-001 软件定义网络，Software Defined Network 链接: http://pan.baidu.com/s/1qW7oYUo 密码: a5iu

ni-001 网络运作，Networks Illustrhttps://www.coursera.org/learn/web-application-development/a Web Application Development with JavaScript and MongoDBted: Principles without Calculus 链接: http://pan.baidu.com/s/1bn2pLs7 密码: kcmb

friendsmoneybytes-002 Networks: Friends, Money, and Bytes 链接: http://pan.baidu.com/s/1qW8APWC 密码: q2i2

web-application-development Web Application Development with JavaScript and MongoDB - by University of London & Goldsmiths, University of London 链接: http://pan.baidu.com/s/1jHaKPFo 密码: h43h

安全

infosec-001 信息安全策略的设计和实施，Designing and Executing Information Security

inforiskman-003 当前环境下的信息安全和风险管理，Information Security and Risk Management in Context

inforisk-002 Building an Information Risk Management Toolkit ，信息危机管理工具的建立

softwaresec-002 Software Security University of Maryland, College Park

osvirtsecurity-001 Peking - 操作系统与虚拟化安全

SecurityTube.Python.Scripting.Expert

数据处理

rprog-016 Jonhs Hopkins - R Programming

bigdata-002 Web Intelligence and Big Data

The Data Scientist’s Toolbox

Getting and Cleaning Data

fdubigdata fdu - 大数据与信息传播 Big Data and Information Dissemination

big-data-cloud-computing-cdn Big Data, Cloud Computing, & CDN Emerging Technologies

hipython 用Python玩转数据 by Nanjing University

mmds-003 Mining Massive Datasets - Standford

data-manipulation Data Manipulation at Scale: Systems and Algorithms - University of Washington 链接: http://pan.baidu.com/s/1bwFTng 密码: jhgt

datavisualization-001 Data Visualization - University of Illinois 链接: http://pan.baidu.com/s/1botWbsb 密码: qpm2

图形学

images-003 Duke - Image and video processing: From Mars to Hollywood with a stop at the hospital

interactivegraphics Interactive Computer Graphics

Malik - Computer Vision

Sapiro - Image and video processing

机器学习

Practical Machine Learning

hinton-ml Geoffrey Hinton - Machine Learning

machine-learning 机器学习

Neural Networks for Machine Learning(面向机器学习的神经网络) hinton-ml neuralnets-2012-001

机器学习公开课(Machine Learning)

自然语言处理公开课(Natural Language Processing) nlangp-001

nlangp-001

Introduction to RecSys 2013

recommender-systems Introduction to Recommender Systems by University of Minnesota

ntumlone 機器學習基石 (Machine Learning Foundations)

Web

哈佛大学公开课：构建动态网站

webapplications-003 University of New Mexico Web Application Architectures

理论 链接: http://pan.baidu.com/s/1ntmwuxV 密码: 8npr

automata-002 自动机理论

数学

Stanford Statistical Learning 2014

10421084X_微积分B(1)

10421084X 微积分B(2)

60240013X_组合数学

统计简单学MOOC视频

statistics

EPFL-Linear and Discrete Optimization

pgm-003 Probabilistic Graphical Models 链接: http://pan.baidu.com/s/1qWosgos 密码: tw7n

matlab-003 Introduction to Programming with MATLAB

思维

modelthinking Model Thinking _ Scott Page 链接: http://pan.baidu.com/s/1pJ3TooF 密码: jhi6

modelthinkingzh-001 Model Thinking 模型思维(中文版) 链接: http://pan.baidu.com/s/1mgiuAM0 密码: 4r87

learning-how-to-learn 链接: http://pan.baidu.com/s/1o6ownaE 密码: xy99 (分享失败)

Think again 链接: http://pan.baidu.com/s/1sj23lnR 密码: y3eq

经济

microecon-017 微观经济 链接: http://pan.baidu.com/s/1c039BTA 密码: uya5 (分享失败)

Penn-An Introduction to Financial Accounting 链接: http://pan.baidu.com/s/1kT0DASJ 密码: ctnm

Mathematical Methods for Quantitative Finance 链接: http://pan.baidu.com/s/1eQk8HoA 密码: 77bi

gametheory-003 stanford 博弈论 (链接: http://pan.baidu.com/s/1o66DBui 密码: gzv2)

marketing-001 市场营销概论

心理

behavioralecon[怪诞行为学]A Beginner’s Guide to Irrational Behavior

socialpsychology 【社会心理学】Social psychology (Coursera, 2013) (只有字幕)

socialpsychology-002 Wesleyan University - Social Psychology

intropsych-002 Introduction to Psychology by Steve Joordens (心理) 链接: http://pan.baidu.com/s/1bnV90Kn 密码: m84h

演讲写作

publicspeak-001 公众演讲，Introduction to Public Speaking

composition-004 Duke University - English Composition I

legalresearch 论文写作与检索(Academic Writing and Research)

yingyuyanjiang Essentials for English Speeches and Presentations 英语演讲与演示

文化

Udacity

CS212 Design of Computer Programs Programming Principles

CS215 Algorithms Crunching Social Networks

ST095 Statistics The Science of Decisions

CS222 Differential Equations Making Math Matter

CS262 Programming Languages Building a Web Browser

MA006 Visualizing Algebra Problems and Patterns

CS291 Interactive 3D Graphics Creating Virtual Worlds

CS046 Introduction to Programming in Java Learning Java

CS387 Applied Cryptography The Science of Secrets

MA004 Introductory Algebra Review

MA008 College Algebra Animals, Architecture, and Innovation

CS313 Introduction to Theoretical Computer Science

EP245 How to Build a Startup The Lean LaunchPad

PH100 Intro to Physics Landmarks in Physics

ST101 Intro to Statistics Making Decisions Based on Data

CS255 HTML5 Game Development Building High Performance Web Applications

CS271 Introduction to Artificial Intelligence AI Class

CS344 Intro To Parallel Programming Using CUDA to Harness the Power of GPUs

CS253 Web Application Engineering How to Build a Blog

CS259 Software Debugging Automating the Boring Tasks

PS001 Introduction to Psychology The Science of Thought and Behavior

CS101 Intro to Computer Science Building a Search Engine

CS348 Functional Hardware Verification How to Verify Chips and Eliminate Bugs

CS373 Artificial Intelligence for Robotics Programming a Robotic Car

其它

startup-001 创业项目工程 ，Startup Engineering

startup-001 创业项目工程 ，Startup Engineering

introastro-003 Duke - Introduction to Astronomy

sjtufirstaid-001 sjtu - 关爱生命–实用急救与自救技能

zhichang-suyang National Taiwan University - 職場素養 (Professionalism)

competitivestrategyzh 竞争策略(中文版)

fundamentals-of-management 管理基础

大学物理-电磁学

Georgia - Introductory Physics I with Laboratory

Dino 101 Dinosaur Paleobiology

sheng-wu-xin-xi-xue 生物信息学: 导论与方法 by Peking University

predictive-analytics Practical Predictive Analytics: Models and Methods - University of Washington 链接: http://pan.baidu.com/s/1beyVFo 密码: uvwr

from 死亡职业者

000.三峡大学—书法基础[篆、隶、楷、行、草] - (1.55 GB)

001.北京大学—计算机概论(A)[C语言](2.71 GB)

001.武汉大学—现代大学与科学(德国)(1.72 GB)

002.台湾大学—中国古代历史与人物秦始皇(1.25 GB )

002.台灣大學—中國古代歷史與人物秦始皇(1.10 GB)

002.浙江大学—C语言程序设计(4.35 GB)

004.台湾大学—机器学习的基石(887 MB)

005.清华大学—电路原理(1.97 GB)

005.香港中文—中国人文经典导读(1.52 GB)

006.莱斯大学—Python交互式编程导论

006.清华大学—心理学概论(2.00 GB)

007.慕尼黑工业大学—飞行机器人自动导航[英]

007.上海交通大学—唐诗宋词人文解读(2.63 GB)

008.北京大学—艺术史(1.17 GB )

008.北京大学—中级有机化学(1.75 GB)

009.台湾大学—工程图学2D[AutoCAD 2015](987 MB)

009.台湾大学—工程图学2D[QCAD](838 MB )

009.台湾大学—活用古希腊哲学(1.92 GB)

010.台湾大学—概率(2.37 GB)

010.台湾大学—史记(一)(1.31 GB)

011.台湾大学—基础光学(851 MB)

012.山东大学—局部解剖学(4.71 GB)

013.清华大学—微积分B

015.中央财经大学—金融学(一)(8.80 GB)

016.中南财经政法大学—经济地理与企业兴衰(1.64 GB )

019.上海交通大学—医学图像处理技术(1.47 GB)

021.清华大学—模拟电子技术基础(3.39 GB)

022.台湾大学—人工智慧(1.44 GB)

023.清华大学—有限元分析及应用(1.19 GB)

024.西北大学—机械原理(12.0 GB )

025.西南交通大学—机械设计(6.20 GB)

026.台湾大学—普通物理学-电磁学、光学及近代物理(1.70 GB)

15.10.19 更新

sheng-wu-xin-xi-xue 生物信息学: 导论与方法 by Peking University

yingyuyanjiang Essentials for English Speeches and Presentations 英语演讲与演示

legalresearch 论文写作与检索(Academic Writing and Research)

recommender-systems Introduction to Recommender Systems by University of Minnesota

ntumlone 機器學習基石 (Machine Learning Foundations)

reactive-002 Principles of Reactive Programming

15.10.20 更新

gametheory-003 stanford 博弈论 (链接: http://pan.baidu.com/s/1o66DBui 密码: gzv2)

matlab-003 Introduction to Programming with MATLAB

15.20.23 更新

hipython 用Python玩转数据 by Nanjing University (数据处理)

ruby-on-rails-intro Ruby on Rails: An Introduction by Johns Hopkins University 链接: http://pan.baidu.com/s/1nt5ZTup 密码: 7f7w

swift-programming Introduction To Swift Programming by University of Toronto 链接: http://pan.baidu.com/s/1c0qdnEg 密码: y9iy

intropsych-002 Introduction to Psychology by Steve Joordens (心理)(未完)

15.11.6 更新

mmds-003 Mining Massive Datasets - Standford

python-network-data Using Python to Access Web Data - University of Michigan

jisuanji-caozuo-xitong 计算机操作系统 NANJING UNIVERSITY

web-frameworks Front-End Web UI Frameworks and Tools - The Hong Kong University of Science and Technology

元旦新增

algs4partII-006 普林斯顿的算法课 part II 链接: http://pan.baidu.com/s/1pJZoJrl 密码: pjds

raspberry-pi-platform The Raspberry Pi Platform and Python Programming for the Raspberry Pi - University of California, Irvine链接: http://pan.baidu.com/s/1dEtRUwT 密码: h7eu

data-manipulation Data Manipulation at Scale: Systems and Algorithms - University of Washington 链接: http://pan.baidu.com/s/1bwFTng 密码: jhgt

datavisualization-001 Data Visualization - University of Illinois 链接: http://pan.baidu.com/s/1botWbsb 密码: qpm2

web-application-development Web Application Development with JavaScript and MongoDB - by University of London & Goldsmiths, University of London 链接: http://pan.baidu.com/s/1jHaKPFo 密码: h43h

intropsych-002 Introduction to Psychology by Steve Joordens (心理) 链接: http://pan.baidu.com/s/1bnV90Kn 密码: m84h

predictive-analytics Practical Predictive Analytics: Models and Methods - University of Washington 链接: http://pan.baidu.com/s/1beyVFo 密码: uvwr

之前的链接已被度娘盯上，请看上面的各个链接，如果失效了我也没啥办法了。

如果有需要请加我度娘，然后在豆瓣下面评论下，我分享给你。

具体操作：打开你的度盘，点最上面的「分享」，添加好友「hcbbt」然后说句话就行了。(PS：欢迎大家分享资源给我~)

我可能不能天天上豆瓣度盘，不能保证马上回应，尽量一周内处理。如果很急的话可以去私信下面已经有资源 人，或是想办法找到我邮箱联系我 =w=。

注：在网上搜计算机课程视频的时候，发现很多人都转载了这篇文章，文章出处是豆瓣。“无责任共享”应该是指可以任意分享吧，但是一些博主直接冠上“原创”的标签未免有失风度。我在很多平台上都搜到了这篇文章，但是很不幸的是都没有algs4partI-009 普林斯顿的算法课 part I的链接，因为所有人都是从原文直接copy过来的，看来大家都是伸手党啊。Anyway，感谢原作者的无私奉献！

如果阅读到这篇文章的朋友有Printecon的AlgorithmI课程的资源，欢迎分享。BTW，推荐台湾大学的机器学习课程，这门课和Andrew Ng的课相比各有千秋，但是这门课采用的是华语+英文PPT教学，对我这种英语弱来说无疑是福音…