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This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This online course explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.

This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

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

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.

This online course teaches about medieval Jewish medical training and thought by exploring and interpreting medical manuscripts.

This online course covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...

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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

The online course begins with an overview of vectors and tensors. It then proceeds through fundamental concepts of motion, balance laws, constitutive relations and thermodynamics.

This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.

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...