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This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

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

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

With this online course, participants will get an overall view of the increasingly complex challenges of global business from the insights, perspectives and experience of...

This online course is designed to provide both an in-depth and an intuitive understanding of the theory behind modern discrete-time signal processing systems and applications.

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

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

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 course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

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 (MOOC) teaches how citizen’s co-creation is key in making cities worldwide more sustainable.It explores in detail the potential of co-creation and also...

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 teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.

This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

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...

This online course helps to understand how solar cells generate electricity and learn about semiconductor physics and optics required to design and manufacture solar cells.

This online course explores algorithmics and graph theory using Python.

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...

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...