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

In this Part 3 of the online course, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology. 

This online course teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This online course covers the physical principles of major in vivo bio-imaging modalities and the different imaging techniques. It explores how principles of basic science are...

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.