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This online course introduces the concept of recommender systems and reviews several examples in detail.

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 two-part course introduces the basic mathematical and programming principles that underlie much of Computer Science. Students will refine their programming skills as well...

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

This course covers techniques for monitoring your projects in order to align client needs, project plans, and software production. It focuses on metrics and reviews to track and...

With this course, students will learn how to use data and analytics to give an edge to their career and life. They will examine real world examples of how analytics have been...

Through this course, students will learn how to optimize any website for speed by diving into the details of how mobile and desktop browsers render pages. Participants will...

In this course students will learn to make fluid digital interactive experiences that are suitable for gaming and use the advanced sensor hardware built into the iPhone and...

This online course teaches how to design large software systems that solve real-world problems using object-oriented design techniques.

This course covers principles of visual design to effectively organize and present information with interfaces. Students will learn concrete strategies to create user...

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 online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...

This course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...

This course teaches the web developers to think about forms and interactions for all of their users, no matter the form or their device.

This course will teach relevant fundamentals of human motor performance, perception, and cognition that inform effective interaction design.

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

This course teaches the fundamentals of data visualization and practice communicating with data. It focuses on how to visually encode and present data to an audience once an...

This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...