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This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

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 course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

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 lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This advanced-level online lecture series provides an overview of the Geometric Anatomy of Theoretical Physics.The aim of the course is to provide proper mathematical language...

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...

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...

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

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

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

This online course teaches how to drive social media engagement by linking strategy and tactics and measuring results.

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