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This series of online courses explains the role of testing in web development. Participants will build a testing suite for a full-stack web application.

Khan Academy provides various free introductory computer science video lessons. Topics include algorithms, cryptography, information theory, computer hardware and software,...

This online course gives an introduction to the Bootstrap framework.

This online course teaches how to design, build and deploy websites from scratch using HTML, CSS, JavaScript, and Github.

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This online course (part 2 of 2 courses) teaches how to build powerful interactive applications with this popular JavaScript library. React is an open source library developed...

This course offers a series of lectures on parallel programming concepts as well as a group project providing hands-on experience with parallel programming.

This course shows the basics of SQL data analysis to explore dips and spikes in data and build business metrics.

This online lecture gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)

This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...

In this online course, through scientific presentations, critical reflection and discussion, students learn current state-of-the art topics in the field of Ubiquitous Computing.

This online video lecture series gives an introduction to Machine Learning.

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

Khan Academy provides various free introductory programming video lessons. Topics include JavaScript, HTML and CSS, SQL, and more.

This online video lecture series gives an introduction to Artificial Intelligence (AI).

This online course teaches SCSS syntax, nesting, functions, and more regarding the Sass styling language.

This online course program gives an introduction to designing and building interactive web apps. It includes several modules, ranging from HTML, CSS and JavaScript to advanced...

This online lecture about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...

This online course teaches React, the JavaScript library developed at Facebook for building user interfaces.

This course teaches how to add sign up, log in, and log out functionality to Rails apps, as well as how to manage access to specific pages.