译670免费在线编程和计算机科学课程

jiezi

5 年前

670+ 免费在线编程和计算机科学课程

七年前，麻省理工学院和斯坦福大学等大学首次向公众开放免费在线课程。如今，全球已有近 1000 所学校创建了数千个免费在线课程，俗称 Massive Open Online Courses 或 MOOC。

我已经编制了 670 多个这样的免费在线课程列表，你可以在今年夏天开始。为此，我利用了 Class Central 的 12,000 多个在线课程数据库。我还列出了每门课程的平均评分。

我根据他们的难度级别将这些课程分为以下几类：

初学者
中间
高级

首次提供的课程标记为 [新]。

其中许多课程完全是自定进度的。其余的将在不同的时间开始。您可以在 2019 年晚些时候在 Class Central 的计算机科学，数据科学和编程主题页面上找到完整的技术相关课程列表。

我知道这个很长的列表，对于刚接触编程的学习者来说可能是令人生畏的。在这种情况下，您可能会发现 David Venturi 对最佳数据科学在线课程的建议很有用 – 即使您不想学习数据科学。我希望将来能够创建更多这些指南。

最后，如果您无法确定如何免费注册 Coursera 课程，请不要担心 – 我也写了一篇关于如何做到这一点的文章。

An Introduction to Interactive Programming in Python (Part 1) from Rice University ★★★★★(2909)
Introduction to Computer Science and Programming Using Python from Massachusetts Institute of Technology ★★★★★(99)
Learn to Program: The Fundamentals from University of Toronto ★★★★★(86)
Intro to Computer Science from University of Virginia ★★★★☆(61)
CS50’s Introduction to Computer Science from Harvard University★★★★★(53)
Ruby on Rails: An Introduction from Johns Hopkins University ★★★☆☆(50)
Introduction to HTML5 from University of Michigan ★★★★☆(37)
Internet History, Technology, and Security from University of Michigan★★★★★(35)
Introduction to Linux from Linux Foundation ★★★★☆(34)
How to Use Git and GitHub
[New] Introduction to Internationalization and Localization from University of Washington
[New] Principles of Secure Coding from University of California, Davis
[New] Identifying Security Vulnerabilities from University of California, Davis
[New] Introduction to R Software from Indian Institute of Technology Kanpur
[New] Diagramas UML estructurales para la Ingeniería del Software from Universitat Politècnica de València
[New] Object oriented analysis and design from Indian Institute of Technology, Kharagpur
[New] AWS Fundamentals: Addressing Security Risk from Amazon Web Services
[New] プログラミングしながら学ぶコンピュータサイエンス入門 : Introduction to Computer Science and Programming from Tokyo Institute of Technology
[New] Database and Content Organisation from IGNOU
[New] Computer Networks from Devi Ahilya Viswavidyalaya, Indore
[New] Computer Fundamentals from Devi Ahilya Viswavidyalaya, Indore
Intro to HTML and CSS
Introduction to VBA/Excel Programming from Cal Poly Pomona ★★★★☆(21)
Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course) from Hebrew University of Jerusalem ★★★★★(14)
Programming Basics from Indian Institute of Technology Bombay ★★☆☆☆(13)
Computer Science 101 from Stanford University ★★★★☆(11)
Introduction to CSS3 from University of Michigan ★★★★★(11)
Creative Programming for Digital Media & Mobile Apps from University of London International Programmes ★★★★☆(10)
HTML5 Coding Essentials and Best Practices from World Wide Web Consortium (W3C) ★★★★☆(9)
Introduction to Computer Networking from Stanford University ★★★★★(8)
Introduction to the Internet of Things and Embedded Systems from University of California, Irvine ★★★★☆(8)
Usable Security from University of Maryland, College Park ★★★☆☆(8)
Introduction to Bootstrap – A Tutorial from Microsoft ★★★☆☆(8)
Code Yourself! An Introduction to Programming from University of Edinburgh★★★★☆(7)
HTML, CSS, and Javascript for Web Developers from Johns Hopkins University★★★★★(6)
Learn to Program: Crafting Quality Code from University of Toronto ★★★★★(6)
Intro to Relational Databases
Paradigms of Computer Programming – Abstraction and Concurrency from Université catholique de Louvain ★★★★☆(4)
Paradigms of Computer Programming – Fundamentals from Université catholique de Louvain ★★★★★(4)
Introduction to jQuery from Microsoft ★★★★☆(4)
Programming in Scratch from Harvey Mudd College ★★★★★(4)
How To Create a Website in a Weekend! (Project-Centered Course) from State University of New York ★★★★★(3)
Introduction to Programming for the Visual Arts with p5.js from University of California, Los Angeles ★★★★☆(3)
HTML5 and CSS Fundamentals from World Wide Web Consortium (W3C)★★★★☆(3)
Linux Command Line Basics
The Beauty and Joy of Computing – AP® CS Principles Part 1 from University of California, Berkeley ★★★★★(2)
Object-Oriented Programming from Indian Institute of Technology Bombay★★★★☆(2)
The Computing Technology Inside Your Smartphone from Cornell University★★★★★(2)
Introduction to HTML and JavaScript from Microsoft ★★★★★(2)
Think. Create. Code from University of Adelaide ★★★★★(2)
CS For All: Introduction to Computer Science and Python Programming from Harvey Mudd College ★★★★★(2)
Networks: Friends, Money, and Bytes from Princeton University ★★★☆☆(1)
Programando con Java para aplicaciones Android from Universidad Nacional Autónoma de México ★★★★★(1)
Android Basics: Make Your First App from Google ★★★★★(1)
Computing: Art, Magic, Science from ETH Zurich ★★★★☆(1)
MyCS: Computer Science for Beginners from Harvey Mudd College ★★★☆☆(1)
CS50’s Web Programming with Python and JavaScript from Harvard University
CS50’s Understanding Technology from Harvard University
CS50’s Computer Science for Business Professionals from Harvard University
CS50’s Mobile App Development with React Native from Harvard University
CS50’s Introduction to Game Development from Harvard University
Principles of Computing from Stanford University
Hacker Tools from Massachusetts Institute of Technology
The Beauty and Joy of Computing – AP® CS Principles Part 2 from University of California, Berkeley
Computational Thinking for Problem Solving from University of Pennsylvania
The Unix Workbench from Johns Hopkins University
Programming Fundamentals from Duke University
Interacting with the System and Managing Memory from Duke University
Computer Science: Programming with a Purpose from Princeton University
Introduction to Cybersecurity from University of Washington
Python Programming Essentials from Rice University
Introduction to Computer Programming from University of London International Programmes
How Computers Work from University of London International Programmes
Software Engineering: Introduction from The University of British Columbia
Introduction to Web Development from University of California, Davis
Введение в базы данных from St. Petersburg State Polytechnic University
Web Design: Strategy and Information Architecture from California Institute of the Arts
Web Development and Design using WordPress from California Institute of the Arts
Cyber Security Economics from Delft University of Technology
Scratch: Programmeren voor kinderen (8+) from Delft University of Technology
Excel/VBA for Creative Problem Solving, Part 2 from University of Colorado Boulder
Тонкости верстки from Moscow Institute of Physics and Technology
Основы проектирования приложений интернета вещей from Moscow Institute of Physics and Technology
Web Coding Fundamentals: HTML, CSS and Javascript from National University of Singapore
Monetize your Android Applications from Galileo University
Android App Development for Beginners from Galileo University
Java Fundamentals for Android Development from Galileo University
AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures from Purdue University
AP Computer Science A: Java Programming Loops and Data Structures from Purdue University
AP Computer Science A: Java Programming Classes and Objects from Purdue University
Introduction to TCP/IP from Yonsei University
Deep Learning for Business from Yonsei University
Cyber Security Basics: A Hands-on Approach from Universidad Carlos iii de Madrid
Problem Solving, Programming, and Video Games from University of Alberta
Introduzione a LaTeX from University of Modena and Reggio Emilia
Blockchain 360: A State of the Art for Professionals from EIT Digital
Web Accessibility from Google
Mobile Web Development from Google
Technical Support Fundamentals from Google
Introduction to Design Thinking from Microsoft
CSS Basics from Microsoft
Learn to Program in Java from Microsoft
Introduction to NodeJS from Microsoft
Writing Professional Code from Microsoft
Object Oriented Programming in Java from Microsoft
Logic and Computational Thinking from Microsoft
Introduction to ReactJS from Microsoft
How Entrepreneurs in Emerging Markets can master the Blockchain Technology from University of Cape Town
C Programming: Modular Programming and Memory Management from Dartmouth
C Programming: Using Linux Tools and Libraries from Dartmouth
Linux Basics: The Command Line Interface from Dartmouth
C Programming: Advanced Data Types from Dartmouth
C Programming: Language Foundations from Institut Mines-Télécom
C Programming: Getting Started from Dartmouth
C Programming: Pointers and Memory Management from Dartmouth
Software Design as an Element of the Software Development Lifecycle from University of Colorado System
Software Design as an Abstraction from University of Colorado System
Software Design Methods and Tools from University of Colorado System
Proactive Computer Security from University of Colorado System
Introduction to Cybersecurity for Business from University of Colorado System
Computing: Art, Magic, Science – Part II from ETH Zurich
TCP/IP and Advanced Topics from University of Colorado System
Introduction to Open Source Networking Technologies from Linux Foundation
Blockchain: Understanding Its Uses and Implications from Linux Foundation
Introducción a la programación en C: Instrucciones de control y ficheros de texto from Universidad Autónoma de Madrid
Mobile Computing with App Inventor – CS Principles from The University of Warwick
Introduction to the Internet of Things (IoT) from Curtin University
Software Engineering Essentials from Technische Universität München (Technical University of Munich)
Cyber Attack Countermeasures from New York University (NYU)
Web Security Fundamentals from KU Leuven University
Introduction to Cyber Attacks from New York University (NYU)
Базы данных (Databases) from Saint Petersburg State University
Arduino Programming, from novice to ninja from Institut Mines-Télécom
Video Game Design and Balance from Rochester Institute of Technology
Introducción a la programación en Python I: Aprendiendo a programar con Python from Pontificia Universidad Católica de Chile
Introdução à Ciência da Computação com Python Parte 1 from Universidade de São Paulo
Introdução à Ciência da Computação com Python Parte 2 from Universidade de São Paulo
Programación Orientada a Objetos from MéxicoX
Computing Form and Shape: Python Programming with the Rhinoscript Libraryfrom Rhode Island School of Design
Introduction to MongoDB from MongoDB University
Programación Orientada a Objetos con Python from Universidad Austral
Diseñando páginas web con Bootstrap 4 from Universidad Austral
Web Applications for Everybody
Introduction to Virtual Reality
Swift for Beginners
Version Control with Git from Atlassian
Elements of AI from University of Helsinki
Android for Beginners
HTTP & Web Servers
Network Protocols and Architecture from Cisco
GitHub & Collaboration
ES6 – JavaScript Improved
Learn Swift Programming Syntax
Home Networking Basics from Cisco
Data Communications and Network Services from Cisco
Internet Connection: How to Get Online? from Cisco
Introduction to Cisco Networking from Cisco
Version Control with Git

Machine Learning from Stanford University ★★★★★(261)
Divide and Conquer, Sorting and Searching, and Randomized Algorithms from Stanford University ★★★★★(60)
Functional Programming Principles in Scala from École Polytechnique Fédérale de Lausanne ★★★★★(58)
Algorithms, Part I from Princeton University ★★★★☆(49)
Cryptography I from Stanford University ★★★★★(45)
Programming Mobile Applications for Android Handheld Systems: Part 1 from University of Maryland, College Park ★★★★☆(38)
CS188.1x: Artificial Intelligence from University of California, Berkeley★★★★★(30)
Principles of Computing (Part 1) from Rice University ★★★★★(26)
[New] Human-Computer Interaction I: Fundamentals & Design Principles from Georgia Institute of Technology
[New] Human-Computer Interaction II: Cognition, Context & Culture from Georgia Institute of Technology
[New] Human-Computer Interaction III: Ethics, Needfinding & Prototypingfrom Georgia Institute of Technology
[New] Human-Computer Interaction IV: Evaluation, Agile Methods & Beyondfrom Georgia Institute of Technology
[New] Practical Machine Learning with Tensorflow from Google
[New] Identifying Security Vulnerabilities in C/C++Programming from University of California, Davis
[New] Introduction to parallel Programming in Open MP from Indian Institute of Technology Delhi
[New] Open Infrastructure to Support the 5G Transition from Linux Foundation
[New] Business Considerations for Modernizing Networks for 5G, IoT and AIfrom Linux Foundation
[New] Inclusion and Technology Design from Indian Institute of Technology Bangalore
Practical Machine Learning from Johns Hopkins University ★★★☆☆(22)
Software Security from University of Maryland, College Park ★★★★★(22)
Algorithms, Part II from Princeton University ★★★★★(21)
Responsive Website Basics: Code with HTML, CSS, and JavaScript from University of London International Programmes ★★★★☆(21)
Agile Development Using Ruby on Rails – The Basics from University of California, Berkeley ★★★★★(19)
Cloud Computing Concepts, Part 1 from University of Illinois at Urbana-Champaign ★★★☆☆(19)
Automata Theory from Stanford University ★★★★☆(17)
C++ For C Programmers, Part A from University of California, Santa Cruz★★★☆☆(16)
Principles of Computing (Part 2) from Rice University ★★★★☆(15)
Programming Mobile Applications for Android Handheld Systems: Part 2 from University of Maryland, College Park ★★★★☆(15)
The Nature of Code from Processing Foundation ★★★★★(15)
Algorithmic Thinking (Part 1) from Rice University ★★★★☆(14)
Design of Computer Programs from Stanford University ★★★★☆(13)
Intro to Machine Learning from Stanford University ★★★★☆(12)
Algorithmic Toolbox from University of California, San Diego ★★★★☆(12)
Discrete Optimization from University of Melbourne ★★★★☆(12)
Responsive Web Design from University of London International Programmes★★★☆☆(11)
Introduction to Game Development from Michigan State University★★★★☆(11)
Introduction to Functional Programming from Delft University of Technology★★★★☆(11)
Interactivity with JavaScript from University of Michigan ★★★★☆(10)
Introduction to Software Product Management from University of Alberta★★★★☆(10)
Android Development for Beginners from Google ★★★★☆(10)
The Arduino Platform and C Programming from University of California, Irvine★★★☆☆(9)
Algorithmic Thinking (Part 2) from Rice University ★★★★☆(9)
Programming Languages from University of Virginia ★★★☆☆(9)
Software Processes and Agile Practices from University of Alberta ★★★★☆(9)
Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital from Duke University ★★★★☆(8)
Text Retrieval and Search Engines from University of Illinois at Urbana-Champaign ★★★☆☆(8)
Cryptography from University of Maryland, College Park ★★★★☆(8)
Advanced Styling with Responsive Design from University of Michigan★★★★☆(7)
Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure from University of Illinois at Urbana-Champaign ★★★☆☆(7)
Software Testing from University of Utah ★★★★☆(7)
Internet of Things: How did we get here? from University of California, San Diego★★☆☆☆(6)
Introduction To Swift Programming from University of Toronto ★☆☆☆☆(6)
Learning from Data (Introductory Machine Learning course) from California Institute of Technology ★★★★☆(6)
Client Needs and Software Requirements from University of Alberta★★★★☆(6)
Responsive Web Design Fundamentals from Google ★★★★☆(6)
Intro to AJAX
Agile Development Using Ruby on Rails – Advanced from University of California, Berkeley ★★★★★(5)
Ruby on Rails Web Services and Integration with MongoDB from Johns Hopkins University ★★★★★(5)
Cloud Computing Concepts: Part 2 from University of Illinois at Urbana-Champaign ★★★★★(5)
Data Structures and Performance from University of California, San Diego★★★★★(5)
Computer Graphics from University of California, San Diego ★★★★☆(5)
Introduction to Meteor.js Development from University of London International Programmes ★★★★★(5)
Web Application Development with JavaScript and MongoDB from University of London International Programmes ★★★★☆(5)
How to Code: Simple Data from The University of British Columbia ★★★★☆(5)
Developing Android Apps from Google ★★★★☆(5)
Julia Scientific Programming from University of Cape Town ★★★★★(5)
Data Wrangling with MongoDB from MongoDB University ★★★★☆(5)
Intro to DevOps from Nutanix ★★★☆☆(5)
Intro to iOS App Development with Swift
Parallel Programming Concepts
Interfacing with the Arduino from University of California, Irvine ★★★★☆(4)
Algorithms on Strings from University of California, San Diego ★★★☆☆(4)
Computer Architecture from Princeton University ★★★★★(4)
Analysis of Algorithms from Princeton University ★★★★★(4)
Computer Networking from Georgia Institute of Technology ★★★★☆(4)
Software Development Process from Georgia Institute of Technology★★★☆☆(4)
Cloud Networking from University of Illinois at Urbana-Champaign ★★★★☆(4)
HTML5 Game Development from Google ★★★☆☆(4)
Website Performance Optimization from Google ★★★★☆(4)
Practical Numerical Methods with Python from George Washington University★★★★☆(4)
Database Management Essentials from University of Colorado System★★★★☆(4)
Interactive Computer Graphics from The University of Tokyo ★★☆☆☆(4)
Software Debugging from Saarland University ★★★★★(4)
Software Construction in Java from Massachusetts Institute of Technology★★★★★(3)
The Raspberry Pi Platform and Python Programming for the Raspberry Pi from University of California, Irvine ★★★★☆(3)
Foundations of Objective-C App Development from University of California, Irvine ★★★☆☆(3)
Data Structures from University of California, San Diego ★★★☆☆(3)
Networks Illustrated: Principles without Calculus from Princeton University★★★★☆(3)
VLSI CAD Part I: Logic from University of Illinois at Urbana-Champaign★★★★★(3)
Internet of Things: Setting Up Your DragonBoard™ Development Platformfrom University of California, San Diego ★★★☆☆(3)
Mastering the Software Engineering Interview from University of California, San Diego ★★★★☆(3)
DevOps for Developers: How to Get Started from Microsoft ★★★★☆(3)
Querying Data with Transact-SQL from Microsoft ★★★★☆(3)
Autonomous Mobile Robots from ETH Zurich ★★★☆☆(3)
Intro to Algorithms
Compilers from Stanford University ★★★★☆(2)
Mobile Application Experiences Part 1: From a Domain to an App Idea from Massachusetts Institute of Technology ★★★★★(2)
Rails with Active Record and Action Pack from Johns Hopkins University★★★★☆(2)
Algorithms on Graphs from University of California, San Diego ★★★★☆(2)
Advanced Data Structures in Java from University of California, San Diego★★★★☆(2)
Internet of Things: Communication Technologies from University of California, San Diego ★★★☆☆(2)
App Design and Development for iOS from University of Toronto ★★★☆☆(2)
iOS App Development Basics from University of Toronto ★★★★☆(2)
Game Development for Modern Platforms from Michigan State University★★★★★(2)
Introduction to Mobile Application Development using Android from The Hong Kong University of Science and Technology ★★★★☆(2)
Agile Planning for Software Products from University of Alberta ★★★☆☆(2)
Browser Rendering Optimization from Google ★★★★☆(2)
UX Design for Mobile Developers from Google ★★★★★(2)
Developing International Software, Part 1 from Microsoft ★★★★☆(2)
Analyzing and Visualizing Data with Power BI from Microsoft ★★★★★(2)
Agile Software Development from ETH Zurich ★★★★★(2)
Build Your First Android App (Project-Centered Course) from École Centrale Paris ★★★☆☆(2)
Approximation Algorithms Part I from École normale supérieure ★★★★★(2)
JavaScript Testing
Full Stack Foundations
Configuring Linux Web Servers
Single Page Web Applications with AngularJS from Johns Hopkins University★★★★★(1)
Best Practices for iOS User Interface Design from University of California, Irvine★★★★★(1)
Interfacing with the Raspberry Pi from University of California, Irvine★☆☆☆☆(1)
Machine Learning: Unsupervised Learning from Brown University ★★★★☆(1)
Advanced Algorithms and Complexity from University of California, San Diego★★★☆☆(1)
Software Architecture & Design from Georgia Institute of Technology★★★★★(1)
Responsive Website Tutorial and Examples from University of London International Programmes ★★★★★(1)
Managing an Agile Team from University of Virginia ★★☆☆☆(1)
MATLAB and Octave for Beginners from École Polytechnique Fédérale de Lausanne ★☆☆☆☆(1)
Web Application Development: Basic Concepts from University of New Mexico★★★★☆(1)
Android: Introducción a la Programación from Universitat Politècnica de València★★★★☆(1)
Algorithms from Indian Institute of Technology Bombay ★★★★★(1)
Developing Scalable Apps in Python from Google ★★★★☆(1)
Android Basics: Multiscreen Apps from Google ★★★★☆(1)
Gradle for Android and Java from Google ★★★★★(1)
Developing Scalable Apps in Java from Google ★★★★☆(1)
Google Cloud Platform Fundamentals: Core Infrastructure from Google★★★★☆(1)
JavaScript Promises from Google ★★★★★(1)
Principles of Machine Learning from Microsoft ★★★★★(1)
用 Python 玩转数据 Data Processing Using Python from Nanjing University★★★★★(1)
Cybersecurity and Mobility from University System of Georgia ★☆☆☆☆(1)
Design and Analysis of Algorithms from Chennai Mathematical Institute★★★☆☆(1)
Technical Interview from Pramp ★★★★★(1)
HTML5 Apps and Games from World Wide Web Consortium (W3C) ★★★☆☆(1)
Intro to Theoretical Computer Science
Networking for Web Developers
Using Python for Research from Harvard University
Algorithms: Design and Analysis from Stanford University
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming from Stanford University
Probabilistic Graphical Models 3: Learning from Stanford University
Algorithms: Design and Analysis, Part 2 from Stanford University
Shortest Paths Revisited, NP-Complete Problems and What To Do About Themfrom Stanford University
Graph Search, Shortest Paths, and Data Structures from Stanford University
Language, Proof and Logic from Stanford University
Mobile Application Experiences from Massachusetts Institute of Technology
Computation Structures 2: Computer Architecture from Massachusetts Institute of Technology
Computational Thinking for Modeling and Simulation from Massachusetts Institute of Technology
Advanced Software Construction in Java from Massachusetts Institute of Technology
Mobile Application Experiences Part 3: Building Mobile Apps from Massachusetts Institute of Technology
Foundations of Data Science: Prediction and Machine Learning from University of California, Berkeley
Blockchain Technology from University of California, Berkeley
Bitcoin and Cryptocurrencies from University of California, Berkeley
Data Structures and Software Design from University of Pennsylvania
Algorithm Design and Analysis from University of Pennsylvania
Software Development Fundamentals from University of Pennsylvania
Introduction to Neurohacking In R from Johns Hopkins University
Networking and Security in iOS Applications from University of California, Irvine
Toward the Future of iOS Development with Swift from University of California, Irvine
Games, Sensors and Media from University of California, Irvine
Java Programming: Build a Recommendation System from Duke University
Introduction to Machine Learning from Duke University
Computer Science: Algorithms, Theory, and Machines from Princeton University
Introduction to Graduate Algorithms from Georgia Institute of Technology
Software Analysis & Testing from Georgia Institute of Technology
Database Systems Concepts & Design from Georgia Institute of Technology
Database Systems Concepts and Design from Georgia Institute of Technology
Animation and CGI Motion from Columbia University
Data Analytics Foundations for Accountancy II from University of Illinois at Urbana-Champaign
Internet of Things: Sensing and Actuation From Devices from University of California, San Diego
Data Structures: An Active Learning Approach from University of California, San Diego
How Virtual Reality Works from University of California, San Diego
Minecraft, Coding and Teaching from University of California, San Diego
Graph Algorithms from University of California, San Diego
Data Structures Fundamentals from University of California, San Diego
String Processing and Pattern Matching Algorithms from University of California, San Diego
Machine Learning Fundamentals from University of California, San Diego
Algorithmic Design and Techniques from University of California, San Diego
Creating Virtual Reality (VR) Apps from University of California, San Diego
Building a Cybersecurity Toolkit from University of Washington
Finding Your Cybersecurity Career Path from University of Washington
Programming Languages, Part C from University of Washington
Cybersecurity: The CISO’s View from University of Washington
Programming Languages, Part B from University of Washington
Mathematics for Computer Science from University of London International Programmes
Blockchain Basics from University at Buffalo
Blockchain Platforms from University at Buffalo
Decentralized Applications (Dapps) from University at Buffalo
Smart Contracts from University at Buffalo
算法设计与分析 Design and Analysis of Algorithms from Peking University
面向对象技术高级课程（The Advanced Object-Oriented Technology）from Peking University
How to Code: Complex Data from The University of British Columbia
Software Construction: Object-Oriented Design from The University of British Columbia
Software Construction: Data Abstraction from The University of British Columbia
Testing with Agile from University of Virginia
Running Product Design Sprints from University of Virginia
NoSQL Database Systems from Arizona State University
Moving to the Cloud from University of Melbourne
SQL for Data Science from University of California, Davis
LAFF – On Programming for Correctness from The University of Texas at Austin
Документы и презентации в LaTeX (Introduction to LaTeX) from Higher School of Economics
Software Development Processes and Methodologies from University of Minnesota
Agile Software Development from University of Minnesota
Lean Software Development from University of Minnesota
Android App Components – Services, Local IPC, and Content Providers from Vanderbilt University
Engineering Maintainable Android Apps from Vanderbilt University
Java for Android from Vanderbilt University
Android App Components – Intents, Activities, and Broadcast Receivers from Vanderbilt University
Developing Android Apps with App Inventor from The Hong Kong University of Science and Technology
Front-End Web Development with React from The Hong Kong University of Science and Technology
Server-side Development with NodeJS, Express and MongoDB from The Hong Kong University of Science and Technology
Front-End JavaScript Frameworks: Angular from The Hong Kong University of Science and Technology
Multiplatform Mobile App Development with NativeScript from The Hong Kong University of Science and Technology
Front-End Web UI Frameworks and Tools: Bootstrap 4 from The Hong Kong University of Science and Technology
Multiplatform Mobile App Development with React Native from The Hong Kong University of Science and Technology
Multiplatform Mobile App Development with Web Technologies: Ionic and Cordova from The Hong Kong University of Science and Technology
Global Software Development from Delft University of Technology
Automated Software Testing: Model and State-based Testing from Delft University of Technology
Automated Software Testing: Unit Testing, Coverage Criteria and Design for Testability from Delft University of Technology
Быстрый старт в разработке Android-приложений from Moscow Institute of Physics and Technology
Основы HTML и CSS from Moscow Institute of Physics and Technology
Введение в iOS-разработку from Moscow Institute of Physics and Technology
Building Arduino robots and devices from Moscow Institute of Physics and Technology
Разработка веб-сервисов на Golang, часть 2 from Moscow Institute of Physics and Technology
NoSQL systems from Universidad Nacional Autónoma de México
Relational database systems from Universidad Nacional Autónoma de México
Fundamentos de Android from Universidad Nacional Autónoma de México
Implementation of Data Structures from Indian Institute of Technology Bombay
Foundations of Data Structures from Indian Institute of Technology Bombay
Professional Android App Development from Galileo University
Сетевое администрирование: от теории к практике from Tsinghua University
Enterprise Software Lifecycle Management from National Research Nuclear University MEPhI
Использование механизмов операционных систем в разработке программного обеспечения from National Research Nuclear University MEPhI
Cloud Computing from Indian Institute of Technology, Kharagpur
The Software Architect Code: Building the Digital World from Universidad Carlos iii de Madrid
Introduction to Java Programming: Fundamental Data Structures and Algorithms from Universidad Carlos iii de Madrid
Reviews & Metrics for Software Improvements from University of Alberta
Object-Oriented Design from University of Alberta
Software Architecture from University of Alberta
Service-Oriented Architecture from University of Alberta
Design Patterns from University of Alberta
Web Connectivity and Security in Embedded Systems from EIT Digital
Introduction to Architecting Smart IoT Devices from EIT Digital
Software Architecture for the Internet of Things from EIT Digital
Architecting Smart IoT Devices from EIT Digital
Android Basics: Networking from Google
Scalable Microservices with Kubernetes from Google
Developing Android Apps with Kotlin from Google
Intro to Progressive Web Apps from Google
Google Maps APIs from Google
Android Basics: User Input from Google
VR Software Development from Google
Firebase Essentials For Android from Google
Material Design for Android Developers from Google
Offline Web Applications from Google
Advanced Android App Development from Google
Client-Server Communication from Google
Intro to Data Structures and Algorithms from Google
Android Performance from Google
Android Basics: User Interface from Google
Google Cloud Platform Fundamentals for AWS Professionals from Google Cloud
Android Basics: Button Clicks from Google
Applied Machine Learning from Microsoft
Introduction to TypeScript 2 from Microsoft
Advanced CSS Concepts from Microsoft
Optimizing Performance for SQL Based Applications from Microsoft
Building Functional Prototypes using Node.js from Microsoft
Developing Intelligent Apps and Bots from Microsoft
Designing Data Platform Solutions from Microsoft
AngularJS: Advanced Framework Techniques from Microsoft
Creating Programmatic SQL Database Objects from Microsoft
Implementing In-Memory SQL Database Objects from Microsoft
Application Design Considerations: An Inclusive Approach from Microsoft
Introduction to C# from Microsoft
Algorithms and Data Structures from Microsoft
Developing SQL Databases from Microsoft
Building Interactive Prototypes using JavaScript from Microsoft
AngularJS: Framework Fundamentals from Microsoft
Algorithms and Data Structures in C# from Microsoft
Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course) from Hebrew University of Jerusalem
Programmation iOS (partie I) from Sorbonne Universités
Programmation iOS (partie II) from Sorbonne Universités
Introduction to Data Structures from University of Adelaide
Fundamentals of Machine Learning from Santa Fe Institute
Introduction to Computation Theory from Santa Fe Institute
Cloud Computing Security from University of Colorado System
Detecting and Mitigating Cyber Threats and Attacks from University of Colorado System
Introduction to Web Cartography: Part 1 from ETH Zurich
Symmetric Cryptography from University of Colorado System
Packet Switching Networks and Algorithms from University of Colorado System
Asymmetric Cryptography and Key Management from University of Colorado System
Fundamentals of Network Communication from University of Colorado System
Hacking and Patching from University of Colorado System
Peer-to-Peer Protocols and Local Area Networks from University of Colorado System
Design and Analyze Secure Networked Systems from University of Colorado System
SRS Documents: Requirements and Diagrammatic Notations from University of Colorado System
Intermediate Object-Oriented Programming for Unity Games from University of Colorado System
Linux Server Management and Security from University of Colorado System
Requirements Specifications: Goals and Conflict Analysis from University of Colorado System
Introduction to C# Programming and Unity from University of Colorado System
Requirements Gathering for Secure Software Development from University of Colorado System
More C# Programming and Unity from University of Colorado System
Homeland Security & Cybersecurity Connection – It’s Not About the Terroristsfrom University of Colorado System
Requirements Elicitation: Artifact and Stakeholder Analysis from University of Colorado System
Software Design Threats and Mitigations from University of Colorado System
Data Structures and Design Patterns for Game Developers from University of Colorado System
Software Requirements Prioritization: Risk Analysis from University of Colorado System
Basic Cryptography and Programming with Crypto API from University of Colorado System
Introduction to DevOps: Transforming and Improving Operations from Linux Foundation
Machine Learning for Musicians and Artists from Goldsmiths, University of London
Introduction to Cloud Infrastructure Technologies from Linux Foundation
2D Game Development with libGDX from Amazon
Introduction to Kubernetes from Linux Foundation
Cybersecurity and the X-Factor from University System of Georgia
Cybersecurity and the Internet of Things from University System of Georgia
Cybersecurity and Privacy in the IoT from Curtin University
Mobile Design and Usability for Android from Facebook
Web App Development with the Power of Node.js from Technische Universität München (Technical University of Munich)
IoT System Architecture: Design and Evaluation from Waseda University
Mobile Design and Usability for iOS from Facebook
Orientação a Objetos com Java from Instituto Tecnológico de Aeronáutica
Guided Tour of Machine Learning in Finance from New York University (NYU)
Network Security from Rochester Institute of Technology
Overview of Advanced Methods of Reinforcement Learning in Finance from New York University (NYU)
Cybersecurity Risk Management from Rochester Institute of Technology
Computer Forensics from Rochester Institute of Technology
Teamwork & Collaboration from Rochester Institute of Technology
Cybersecurity Fundamentals from Rochester Institute of Technology
Advanced Algorithmics and Graph Theory with Python from Institut Mines-Télécom
UML Class Diagrams for Software Engineering from KU Leuven University
Fundamentals of Machine Learning in Finance from New York University (NYU)
Real-Time Cyber Threat Detection and Mitigation from New York University (NYU)
Gameplay Programming for Video Game Designers from Rochester Institute of Technology
Programming for Everyone – An Introduction to Visual Programming Languages from Weizmann Institute of Science
Introdução ao Teste de Software from Universidade de São Paulo
Основы программирования мобильных приложений для Androidfrom ITMO University
Concurrency from AdaCore University
How to Win Coding Competitions: Secrets of Champions from ITMO University
Formal Software Verification from University System of Maryland
Cloud Computing Infrastructure from University System of Maryland
Software Testing Management from University System of Maryland
Cloud Computing Management from University System of Maryland
Desarrollo de Aplicaciones Mobile Multiplataforma con Nativescript, Angular y Redux from Universidad Austral
Software Testing Fundamentals from University System of Maryland
Cloud Computing for Enterprises from University System of Maryland
SQL for Data Analysis
Deploying Applications with Heroku
Hacker101 from HackerOne
VR Scenes and Objects
Designing RESTful APIs
VR Platforms & Applications
Swift for Developers
Fundamentals of Parallelism on Intel Architecture from Intel
VR Design
Intro to TensorFlow for Deep Learning
iOS Persistence and Core Data
How to Make an iOS App
Android Basics: Data Storage
Foundations of Machine Learning from Bloomberg
iOS Networking with Swift
Fundamentals of Red Hat Enterprise Linux from Red Hat
UIKit Fundamentals
Fundamentals of Containers, Kubernetes, and Red Hat OpenShift from Red Hat
Introduction: Elements of Microgame Design from Worcester Polytechnic Institute
Learn Backbone.js
Diseño de Sistemas de información gerencial para Internet con MySQL / PHP y Joomla from Universidad del Rosario
Dynamic Web Applications with Sinatra
Developing Android Apps
An Introduction to Practical Deep Learning from Intel
iOS Design Patterns
Building iOS Interfaces
How to create in Android

Machine Learning Foundations: A Case Study Approach from University of Washington ★★★★☆(38)
[New] Sample-based Learning Methods from University of Alberta
[New] Fundamentals of Reinforcement Learning from University of Alberta
Machine Learning: Regression from University of Washington ★★★★★(18)
Machine Learning for Data Science and Analytics from Columbia University★★★☆☆(15)
Probabilistic Graphical Models 1: Representation from Stanford University★★★★☆(14)
Intro to Deep Learning from Google ★★☆☆☆(13)
Creative Applications of Deep Learning with TensorFlow
Machine Learning With Big Data from University of California, San Diego★★☆☆☆(12)
Machine Learning for Trading from Georgia Institute of Technology ★★★☆☆(11)
Hardware Security from University of Maryland, College Park ★★★☆☆(11)
Bitcoin and Cryptocurrency Technologies from Princeton University★★★★☆(10)
Introduction to Artificial Intelligence from Stanford University ★★★★★(9)
Computational Neuroscience from University of Washington ★★★★☆(8)
Reinforcement Learning from Brown University ★★☆☆☆(6)
Machine Learning: Classification from University of Washington ★★★★★(6)
Intro to Parallel Programming from Nvidia ★★★★☆(6)
Advanced Operating Systems from Georgia Institute of Technology ★★★★★(5)
Enabling Technologies for Data Science and Analytics: The Internet of Thingsfrom Columbia University ★☆☆☆☆(5)
Interactive 3D Graphics from Autodesk ★★★★★(5)
Machine Learning from Georgia Institute of Technology ★★★★★(4)
Applied Cryptography from University of Virginia ★★★★☆(4)
Parallel programming from École Polytechnique Fédérale de Lausanne★★★★☆(4)
Introduction to Computer Architecture from Carnegie Mellon University★★★★★(4)
Probabilistic Graphical Models 2: Inference from Stanford University★★★★☆(3)
Practical Predictive Analytics: Models and Methods from University of Washington ★★☆☆☆(3)
Machine Learning: Clustering & Retrieval from University of Washington★★★★★(3)
Regression Modeling in Practice from Wesleyan University ★★★★☆(3)
Quantitative Formal Modeling and Worst-Case Performance Analysis from EIT Digital ★★★☆☆(3)
Nearest Neighbor Collaborative Filtering from University of Minnesota★★☆☆☆(2)
High Performance Computer Architecture from Georgia Institute of Technology★★★★★(1)
Computability, Complexity & Algorithms from Georgia Institute of Technology★★★★★(1)
Computational Photography from Georgia Institute of Technology ★★★★☆(1)
Introduction to Operating Systems from Georgia Institute of Technology★★★★★(1)
Artificial Intelligence (AI) from Columbia University ★☆☆☆☆(1)
Cloud Computing Applications, Part 2: Big Data and Applications in the Cloudfrom University of Illinois at Urbana-Champaign ★★★★☆(1)
Relational Database Support for Data Warehouses from University of Colorado System ★★☆☆☆(1)
Practical Deep Learning For Coders, Part 1 from fast.ai ★★★★★(1)
Real-Time Audio Signal Processing in Faust from Stanford University
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization from deeplearning.ai
Convolutional Neural Networks from deeplearning.ai
6.S094: Deep Learning for Self-Driving Cars from Massachusetts Institute of Technology
6.S191: Introduction to Deep Learning from Massachusetts Institute of Technology
Computation Structures 3: Computer Organization from Massachusetts Institute of Technology
Applied Machine Learning in Python from University of Michigan
Machine Learning from Georgia Institute of Technology
Compilers: Theory and Practice from Georgia Institute of Technology
Network Security from Georgia Institute of Technology
Cyber-Physical Systems Security from Georgia Institute of Technology
GT – Refresher – Advanced OS from Georgia Institute of Technology
High Performance Computing from Georgia Institute of Technology
Artificial Intelligence from Georgia Institute of Technology
Knowledge-Based AI: Cognitive Systems from Georgia Institute of Technology
Machine Learning from Georgia Institute of Technology
Intro to Information Security from Georgia Institute of Technology
Cyber-Physical Systems Design & Analysis from Georgia Institute of Technology
Machine Learning from Columbia University
NP-Complete Problems from University of California, San Diego
Parallel Programming in Java from Rice University
Concurrent Programming in Java from Rice University
Distributed Programming in Java from Rice University
Information Security: Context and Introduction from University of London International Programmes
Quantum Machine Learning from University of Toronto
State Estimation and Localization for Self-Driving Cars from University of Toronto
Basic Modeling for Discrete Optimization from University of Melbourne
Advanced Modeling for Discrete Optimization from University of Melbourne
Solving Algorithms for Discrete Optimization from University of Melbourne
MATLAB et Octave pour débutants from École Polytechnique Fédérale de Lausanne
Nature, in Code: Biology in JavaScript from École Polytechnique Fédérale de Lausanne
Обработка изображений from Higher School of Economics
Методы и средства защиты информации from Higher School of Economics
Deep Learning in Computer Vision from Higher School of Economics
Менеджмент информационной безопасности from Higher School of Economics
Introduction to Formal Concept Analysis from Higher School of Economics
Practical Reinforcement Learning from Higher School of Economics
Addressing Large Hadron Collider Challenges by Machine Learning from Higher School of Economics
Introduction to Deep Learning from Higher School of Economics
Bayesian Methods for Machine Learning from Higher School of Economics
Matrix Factorization and Advanced Techniques from University of Minnesota
Recommender Systems: Evaluation and Metrics from University of Minnesota
Introduction to Recommender Systems: Non-Personalized and Content-Basedfrom University of Minnesota
Embedded Software and Hardware Architecture from University of Colorado Boulder
Modeling and Debugging Embedded Systems from University of Colorado Boulder
Razonamiento artificial from Universidad Nacional Autónoma de México
Sesenta años de inteligencia artificial from Universidad Nacional Autónoma de México
人工智慧：搜尋方法與邏輯推論 (Artificial Intelligence – Search & Logic) from National Taiwan University
機器學習基石下 (Machine Learning Foundations)—Algorithmic Foundationsfrom National Taiwan University
大数据机器学习 |Big Data Machine Learning from Tsinghua University
Discrete Mathematics from Shanghai Jiao Tong University
Introducción a la visión por computador: desarrollo de aplicaciones con OpenCV from Universidad Carlos iii de Madrid
System Validation (4): Modelling Software, Protocols, and other behaviourfrom EIT Digital
System Validation (2): Model process behaviour from EIT Digital
System Validation: Automata and behavioural equivalences from EIT Digital
System Validation (3): Requirements by modal formulas from EIT Digital
Embedded Hardware and Operating Systems from EIT Digital
Approximation Algorithms from EIT Digital
Learn TensorFlow and deep learning, without a Ph.D. from Google
Machine Learning Crash Course with TensorFlow APIs from Google
Infrastructure as Code from Microsoft
Deep Learning Explained from Microsoft
DevOps for Databases from Microsoft
Introduction to Artificial Intelligence (AI) from Microsoft
DevOps Practices and Principles from Microsoft
DevOps Testing from Microsoft
Sparse Representations in Signal and Image Processing: Fundamentals from Technion – Israel Institute of Technology
Sparse Representations in Image Processing: From Theory to Practice from Technion – Israel Institute of Technology
Cyber-Physical Systems: Modeling and Simulation from University of California, Santa Cruz
Statistical Machine Learning from Carnegie Mellon University
Cryptographic Hash and Integrity Protection from University of Colorado System
Cryptography and Information Theory from University of Colorado System
Classical Cryptosystems and Core Concepts from University of Colorado System
Introduction to Hyperledger Blockchain Technologies from Linux Foundation
Introduction to OpenStack from Linux Foundation
Introduction to Cloud Foundry and Cloud Native Software Architecture from Linux Foundation
Approximation Algorithms Part II from École normale supérieure
Mathematics for Machine Learning: Multivariate Calculus from Imperial College London
Mathematics for Machine Learning: PCA from Imperial College London
Reliable Distributed Algorithms, Part 2 from KTH Royal Institute of Technology
Mathematics for Machine Learning: Linear Algebra from Imperial College London
Multi-Object Tracking for Automotive Systems from Chalmers University of Technology
Computer System Design: Advanced Concepts of Modern Microprocessorsfrom Chalmers University of Technology
Deep Learning with Python and PyTorch from IBM
Deep Learning with Tensorflow from IBM
Reinforcement Learning in Finance from New York University (NYU)
Deep Learning for Natural Language Processing from University of Oxford
Cutting Edge Deep Learning For Coders, Part 2 from fast.ai
Cloud Computing Security from University System of Maryland
Introduction to Machine Learning for Coders! from fast.ai
Convolutional Neural Networks in TensorFlow from deeplearning.ai
Natural Language Processing in TensorFlow from deeplearning.ai
Deep Learning Summer School
Continuous Integration and Deployment
Access Controls from (ISC)²
Big Data Applications: Machine Learning at Scale from Yandex
Identifying, Monitoring, and Analyzing Risk and Incident Response and Recovery from (ISC)²
Security Operations and Administration from (ISC)²
Networks and Communications Security from (ISC)²
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning from deeplearning.ai
Systems and Application Security from (ISC)²

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