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

With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...

This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...

This online course (MOOC) teaches how citizen’s co-creation is key in making cities worldwide more sustainable.It explores in detail the potential of co-creation and also...

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 technology is used in supply chain systems from fundamental concepts to innovative applications.

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 covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...

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 course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

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 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 focuses on understanding data and business analytics and become a leader in these areas in business organizations.

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 MOOC covers all aspects involved in the design of supply chains for companies and organizations anywhere in the world. It teaches how to design and optimize physical,...

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 the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This online course explores the project management skills needed to handle complexity in engineering, infrastructure and other large projects.