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This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

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...

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 business online course applies a strategic lens to the sector’s submarkets including hospitals, pharmaceutical firms and diagnostic equipment providers.

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

This online course teaches how Apple's GCD (long form: Grand Central Dispatch) framework allows you to create asynchronous apps for iOS, ensuring a smooth user experience.

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...

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...

This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This MOOC gives an introduction to Python and includes data analysis techniques.

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...

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

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...

This online course teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...

This online course teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.

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...