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This online course teaches how to collect data from different social media sources such as YouTube, Twitter, and Flickr. It includes analyzing unstructured data and processing...

This MOOC explores "neurohacking", which describes how to use the R programming language to perform manipulation, processing, and analysis of neuroimaging data.

This online course helps to learn the fundamentals of Digital Signal Processing from the ground up.

This online course program explores the potential of machine learning in a business setting. It covers topics such as data analysis for machine learning, supervised learning...

This course explores concepts and approaches involved in creating successful character designs that can be applied to video games.

This course introduces methods to perform systematic reviews and meta-analysis of clinical trials. It will cover how to formulate an answerable research question, define...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This online course gives an introduction to constructing composite indices and some of resulting problems. It includes topics such as technical properties, internal structure...

This course explores the analysis and design of beam bending problems.

In this course, participants will develop an understanding of the intuitive foundations of asset and investment valuation, and how alternative valuation techniques may be used...

This course teaches how to assess the macroeconomic environment in which a business operates. We start by examining how various components of macroeconomy contribute to the...

This online course explains robust analysis techniques to predict and validate design performance and life of machines. It includes critical material properties in design, such...

This online course series introduces the vast range of technologies that can be used to build an industrial internet of things deployment. Topics include big data analytics,...

The purpose of this course is to provide a core understanding of the fundamentals of revenue management, which ties into the larger picture of revenue strategy. The course is...

This online course series explores advanced secure software techniques such as those for cloud computing, TOR, web-based cryptography, and geo-location/context based access...

This course is for novice programmers or business people who'd like to understand the core tools used to wrangle and analyze big data. It will give hands-on examples with Hadoop...

Advanced algorithms build upon basic ones and use new ideas. The course will start with networks flows which are used in more obvious applications such as optimal matchings,...

This online course focuses on a framework for understanding how to use language constructs effectively and how to design correct and elegant programs.

This course is designed for students, business analysts, and data scientists who want to apply statistical knowledge and techniques to business contexts. For example, it may be...

This online course program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.