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

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

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 explores the vast diversity of algae including the characteristics of some of the main types of algae.

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 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 online course teaches to move beyond the chatter and opinion surrounding parenting and learn about the scientific findings and data that can help you make sensible,...

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

This series of online courses gives an introduction to algorithmic programming techniques necessary for top software engineering professions.

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

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...

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

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 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...

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