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This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This course will show exciting examples of collaborative, interactive web applications that use various types of media including sound, images and big data.

This online course shows learners how to optimize their interviewing skills for technical front-end web developer interviews.

This online course gives an introduction to the C programming language. C is one of the foundational languages of computer science, for example used in operating systems. The...

Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This course will help its students to organize a strategy of identifying their perfect users and to find ways to connect with them. The participants will learn how to grow their...

In this course, students will develop more advanced web application programming skills. They will learn how to control data read and write access using methods, publish and...

This course will teach the core process of experience design and how to effectively evaluate work with the people for whom you are designing. Students will learn fundamental...

This online course teaches the essential ideas of Computer Science for beginners with no prior experience.

This online course gives an introduction to agile software development. It is designed to give learners the ability to apply agile principles and values to the software...

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

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...

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

This course represents an introduction to how computing can be used to solve real-world problems while encouraging student computational creativity. (part 1)

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

By the end of this class students will understand key concepts needed to devise new algorithms for graphs and other important data structures and to evaluate the efficiency of...

This online course teaches how to collect data from different social media sources such as YouTube, Twitter, and Flickr. It includes analyzing unstructured data and processing...

This online course explores how to create a mobile application, including research, design, usability, implementation and field evaluation.

This online lecture gives an introduction to the concept of Parallel Programming.