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

This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.

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 gives an introduction to Kotlin, a popular programming language for Android development, web development, and more.

This online course teaches how to program in Python, a powerful and popular programming language. Many students learn Python as their first programming language.

These short online courses provided by Skillshare cover various topics around web design / UX / UI, including the details of user experience and user interface, prototyping,...

This course teaches how to use the command line to manipulate data and automate tasks.

This online course program gives an introduction to AWS DevOps.

This online video lecture series gives an introduction to the way computers are build and designed.

The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

This online course program gives an introduction to AWS cloud services.

This course teaches the use of Git, a source code management system for software development. It shows how to create and explore a simple Git-managed project.

This online course explores the fundamentals of JavaScript, the programming language of the Web.The course was designed for learners who have some knowledge of HTML and CSS and...

This online course gives an introduction to the Express framework.

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

This online course gives an introduction to the Bootstrap framework.

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.