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This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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

This online course teaches how Apple's GCD (long form: Grand Central Dispatch) framework allows you to create asynchronous apps for iOS, ensuring a smooth user experience.

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

This online course will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.

This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

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

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 online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

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.

This online course helps to learn how to apply the concepts of advertising and marketing to branding.

This advanced-level online lecture gives an introduction to gravitational waves in astrophysics.

This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...

In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

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

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.