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This online course series teaches the critical skills needed to become a data scientist. It includes the mathematical and computational tools that form the basis of data science...
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...
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 MOOC discusses the integration and processing of large amounts of data. It explains processing patterns for big data.
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 explores how to design algorithms, solve computational problems and implement solutions efficiently. It includes practical applications such as sorting 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 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 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...
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 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...
This MOOC discusses the modeling and management of large amounts of data. It explores big data management systems.
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 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 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...
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.
This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...
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 gives an introduction to Graph Theory. It is designed for participants who work or plan to work in IT. Some basic math and Python programming skills are...
This online course provides the tools and techniques to develop own professional VR app in Unity 3D.
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