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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 online video lecture series gives an introduction to Machine Learning.

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

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

This online course teaches intermediate techniques to transform table data in SQL.

This online lecture covers major results and directions of research in data structure.

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

This course teaches how to program in Ruby, a flexible language used to create many websites.

This course teaches how to program in C++, which is a language well-respected for its flexibility and low-level functionality. It is used in the development of operating...

This online course shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.

This online course teaches how to use color effectively to create attractive and useable websites.

This online lecture series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.

This online course teaches how to manage data with SQL, including mastering complex commands to manipulate and query data stored in relational databases. It includes topics such...

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

This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.

This is an online lecture that introduces students to the complexities of working in small, multidisciplinary teams to develop video games. Students will learn creative design...

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 Reinforcement Learning.

This online course gives an introduction to Swift, a programming language developed by Apple for iOS and macOS.