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This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...
This online course focuses on understanding data and business analytics and become a leader in these areas in business organizations.
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 online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
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...
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 teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.
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 teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...
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.
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...
In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.
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 online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.
This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
This course covers the concepts and methodologies used in systems-level analysis of biomedical systems. Successful participants will learn how to use experimental, computational...
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...
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