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

This online course teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.

This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This online course covers the physical principles of major in vivo bio-imaging modalities and the different imaging techniques. It explores how principles of basic science are...

Through this course, students will get a solid understanding of the key controversies surrounding the development of international human rights law.

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

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

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

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

This course covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, and...

This MOOC gives an introduction to Python and includes data analysis techniques.

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

In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...

This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...