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

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

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...

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...

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

This online course explores how to design algorithms, solve computational problems and implement solutions efficiently. It includes practical applications such as sorting and...

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 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 teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

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 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.

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

This course will cover algorithms for solving various biological problems along with a handful of programming challenges helping you implement these algorithms in Python.

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 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...