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This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

This online course explores concepts of advanced linear algebra for computing.

This online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).

In this Part 3 of the online course, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology. 

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This online course gives an introduction to the terminology, design considerations and safety assessment of self-driving cars. This advanced course is designed for learners with...

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

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 introductory synthetic biology course starts with a brief overview of the field and then delves into more challenging yet exciting concepts. Students will learn how to...

This online course teaches about medieval Jewish medical training and thought by exploring and interpreting medical manuscripts.

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

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

This course is an introduction to key leadership theories and concepts needed to be an effective leader and manager. Participants will learn practical skills needed to build a...

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

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 explores strategies for driving business success in the new digital economy.

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