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This course begins a series of classes illustrating the power of computing in modern biology. It teaches how to apply popular bioinformatics software tools to real experimental...

This course will introduce students to the major challenges and opportunities for creating online communities.

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

In this course students will learn how VoIP systems like Skype work and implement their own app for voice calls and text messages. They will start by using the Session...

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...

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...

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.

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

This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...

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

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

This course will teach the core process of experience design and how to effectively evaluate work with the people for whom you are designing. Students will learn fundamental...

This course explores that dynamic programming is a powerful algorithmic tool when comparing two genes (i.e., short sequences of DNA) or two proteins. When "zooming out" to...

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

In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...