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

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 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 series of MOOCs explores the fundamentals of probabilistic graphical models.

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

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...

Through this course, students will get a solid understanding of the key controversies surrounding the development of international human rights law.

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 introductory synthetic biology course starts with a brief overview of the field and then delves into more challenging yet exciting concepts. Students will learn how to...

This course covers lesson planning and assessing with the ELL in mind as well as engaging the ELL student and their families in the school and community.

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

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...