Online courses directory (548)

Learn the concepts and tools behind reporting modern data analyses in a reproducible manner. This is the fifth course in the Johns Hopkins Data Science Specialization.

Get an overview of the data, questions, and tools that data analysts and data scientists work with. This is the first course in the Johns Hopkins Data Science Specialization.

This course focuses on how to design and build secure systems with a human-centric focus. We will look at basic principles of human-computer interaction, and apply these insights to the design of secure systems with the goal of developing security measures that respect human performance and their goals within a system.

Learn how to build and deploy modern web application architectures – applications that run over the Internet, in the "cloud," using a browser as the user interface.

Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. The course teaches the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. [機器學習旨在讓電腦能由資料中累積的經驗來自我進步。本課程將介紹各領域中的機器學習使用者都應該知道的基礎演算法、理論及實務工具。]

This course provides students with a comprehensive introduction to computers. Students will explore a variety of topics in computing, such as the following: the components of a computer, common computer terminology, an introduction to the Internet, computer security and privacy, computer troubleshooting techniques, and steps to maintain the life of your computer. Through readings and videos, students will learn how to fully understand the basics of computer technology.

A graduate level course on convex optimization, with applications in signal processing, machine learning, control, finance, and other areas.

An introductory computer networking course focusing on how the Internet works and the principles of designing networks and network protocols.

Learn about Databases, one of the most prevalent technologies underlying internet and computing applications today.

Explore key ideas in game design, programming, architecture, game engines, player experience and game AI.

This is a graduate course on the design and analysis of algorithms, covering several advanced topics not studied in typical introductory courses on algorithms. It is especially designed for doctoral students interested in theoretical computer science.

This course introduces computer programming as a creative discipline to generate sounds, images, animation and more.

Explore how the web has changed our world in the past 25 years and what might happen next.

This course is a hands-on introduction to statistical data analysis that emphasises fundamental concepts and practical skills.

Explore the latest trends in digital marketing. Get beneath the hype. What are the implications? How will you respond?

Do you want to know what Gamification really is about? Do you want to learn how to design fun and engaging experiences? Are you ready to change your world with game design? Then join us in this MOOC!

Learn how to design and develop a mobile Web app. What about realising a real-time multi-player game? We show you the way to get your idea to the app store.

You've learnt to develop Web sites and HTML5 apps. But what makes you a real Web professional? Complete your knowledge of quality assurance processes necessary to keep your Web apps running and maintainable.

Lernen Sie die Technologien, aus denen das Web besteht, und designen und entwickeln Sie Ihre eigene Webpräsenz. Von der Chronik des Internets über die Grundlagen des Webs und des Screendesigns bis hin zum Tuning der Website.

Lernen Sie, eine mobile Web-App zu designen und entwickeln. Vielleicht sogar ein Echtzeit-Multiplayer-Spiel? Wir zeigen Ihnen den Weg, wie Sie Ihre Idee in den App Store bringen.