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This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

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

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

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

This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...

This online course (MOOC) explores the movement of bodies in space (like spacecraft, satellites, and space stations).

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

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

This online course teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.

Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.

This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.

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

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

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

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 online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...