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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...

This course covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, and...

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...

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 series of MOOCs explores the fundamentals of probabilistic graphical models.

This lecture series addresses questions related to the foundations of Quantum Mechanics. Topics include: Bell´s inequalities and Entanglement, Measurements, Decoherence and the...

This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

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 course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

This online course is designed to provide both an in-depth and an intuitive understanding of the theory behind modern discrete-time signal processing systems and applications.

This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...

This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.

This online course helps to understand how solar cells generate electricity and learn about semiconductor physics and optics required to design and manufacture solar cells.

This business online course applies a strategic lens to the sector’s submarkets including hospitals, pharmaceutical firms and diagnostic equipment providers.

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