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

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 covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...

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...

This online course teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

This online course (MOOC) explores various online marketing opportunities and how to use the Internet, social media, and digital analytics to successfully market a business.

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

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...

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

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

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

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

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

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

This online lecture covers major results and directions of research in data structure.

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