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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 teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.

In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...

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 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...

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 teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.

This course teaches how to manage and harness the dynamics and interactions between firms and entities within a supply chain.

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

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

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.

This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.

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

This video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact