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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 class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

This online course teaches how to design more complex programs, using new data structures, abstraction, and generative recursion.

This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...

By taking this course, students will be exposed to a range of problems at the foundations of theoretical computer science, and to powerful design and analysis techniques.

This online course explores the continuous deployment capability of organizations and the skill sets and roles involved in DevOps.

This online course explores how gamification applies techniques and patterns from game design to non-game contexts in order to make business tasks more fun for a user.

This online course series gives an introduction to Big Data for beginners, including tools like Apache Hadoop and Apache Spark Frameworks.

This online video lecture series gives an introduction to Machine Learning.

This online course focuses on behind the scenes of image and video processing, from the basic and classical tools to the most modern and advanced algorithms.

This online course shows how to build real-world embedded solutions using a bottom-up approach from simple to complex.

This online course gives an introduction to the SAP Cloud Platform for developers, administrators and consultants.

The course goes beyond the basics of programming to understand object-oriented methodology, the approach to modular and reusable software systems.

This MOOC discusses the modeling and management of large amounts of data. It explores big data management systems.

This MOOC discusses cybersecurity in the context of mobile devices.

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.

This online course gives an introduction to security issues relating to cyber-physical systems and the internet of things.

This online course gives an introduction to inferential statistics. It teaches the basic concepts used to draw conclusions from data that might not be immediately obvious. The...