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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.

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,...

In this course, students will learn how to design technologies that bring people joy, rather than frustration. You'll learn several techniques for rapidly prototyping and...

Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...

This course covers fundamental principles of design and how to effectively evaluate one`s work with users. Students will learn fundamental principles of visual design to...

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 course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...

This course covers principles of visual design to effectively organize and present information with interfaces. Students will learn concrete strategies to create user...

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 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 covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...

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 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...

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 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 offers an introduction to how we can start to understand this language by using algorithms to find hidden messages in DNA.

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...

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...

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

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...