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This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

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...

In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.

This online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...

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

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

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

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 series of MOOCs explores the fundamentals of probabilistic graphical models.

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

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

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

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

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

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...