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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...
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 course teaches how graph theory can be used to assemble genomes from these short pieces and also about brute force algorithms and how to apply them to sequencing...
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...
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...
In this course, participants will first learn what a graph is and what are some of the most important properties. Then they will learn several ways to traverse graphs and how...
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 series of online courses explores algorithmic techniques for solving problems arising in computer science applications. It includes a deeper understanding of algorithms by...
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 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 how to design algorithms, solve computational problems and implement solutions efficiently. It includes practical applications such as sorting and...
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...
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 offers an introduction to how we can start to understand this language by using algorithms to find hidden messages in DNA.
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...
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 mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...
This series of online courses gives an introduction to algorithmic programming techniques necessary for top software engineering professions.
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