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This course will teach how to design experiments that compare design alternatives, techniques for running experiments, and how to analyze data from these experiments. This...

This online course explores the mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer,...

This online course (MOOC) explores various learning techniques used by experts in art, music, literature, math, science, sports, and many other disciplines. It teaches how the...

In this course, students will compare DNA from an individual against a reference human genome to find potentially disease-causing mutations. They will also learn how to identify...

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...

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

This course will teach relevant fundamentals of human motor performance, perception, and cognition that inform effective interaction design.

This MOOC discusses the integration and processing of large amounts of data. It explains processing patterns for big data.

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...

This online course gives an introduction to mathematical thinking in Computer Science.

This course is designed to introduce students to the issues of energy in the 21st century – including food and fuels – which are inseparably linked – and will discuss energy...

This course teaches the principles of video and audio codecs used for media content in iTunes, Google Play, YouTube, Netflix, etc. Students will learn the file formats and...

This course considers the common data structures that are used in various computational problems. Participants will learn how these data structures are implemented in different...

This online course gives an introduction to virtual reality technology.The course aims to show what is important for successful virtual reality software and teaches how to write...

In this course, students will see how evolutionary trees resolve quandaries from finding the origin of a deadly virus to locating the birthplace of modern humans. They will then...

This MOOC discusses the modeling and management of large amounts of data. It explores big data management systems.

This online course program explores discrete mathematics as the language of computer science. The program includes programming examples, problems, and projects.

This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.