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This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This online course explores concepts of advanced linear algebra for computing.

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

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 covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

This online course explores strategies for driving business success in the new digital economy.

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 focuses on the principles and interventions for responding to pediatric basic life support emergencies.

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This introductory synthetic biology course starts with a brief overview of the field and then delves into more challenging yet exciting concepts. Students will learn how to...

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

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 course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.

This online course explores how to design and engineer complex, dynamic robotic systems.

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...

This online lecture covers major results and directions of research in data structure.