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

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).

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 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.

This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

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

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

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 covers design of photovoltaic systems, such as utility scale solar farms or residential scale systems (on/off the grid).

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...

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

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

This course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...

This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

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

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.