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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 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...

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

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

This online course teaches how quantum communication provides security that is guaranteed by the laws of nature.

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

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

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

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...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

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

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...

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

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.

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

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 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...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...