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This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course explores algorithmics and graph theory using Python.

This video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...

This online course teaches how to infer the position of a quadrotor from its sensor readings and how to navigate it along a trajectory.

This online course explores concepts of advanced linear algebra for computing.

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This online lecture discusses aspects of Decays in Quantum Field Theory.

This online course program is intended for experienced spacecraft dynamics and GNC engineers and researchers. It includes momentum-based attitude dynamics and control and...

Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.

This MOOC gives an introduction to Python and includes data analysis techniques.

This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...

This online course teaches how to drive social media engagement by linking strategy and tactics and measuring results.

This online course helps to learn how to apply the concepts of advertising and marketing to branding.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.