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

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...

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 online course gives an introduction to genomic data science. The course explores DNA replication, analyzing algorithms to look for hidden messages in the genome. It also...

This online course (MOOC) teaches how to use existing tools and pipelines to analyze next generation sequencing (NGS) data.

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 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...

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

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

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...