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This online course will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.

This online course gives an introduction to cybersecurity attacks and risks. Topics include digital identity, authentication, social attacks, hacking, and cloud computing.

This course is for novice programmers or business people who'd like to understand the core tools used to wrangle and analyze big data. It will give hands-on examples with Hadoop...

This online course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...

In this course, students will compare DNA from an individual against a reference human genome to find potentially disease-causing mutations. They will also learn how to identify...

This course introduces the design and implementation of Android applications for mobile devices. Students will develop an app from scratch, assuming a basic knowledge of Java,...

Participants of this course will have the knowledge to plan and set-up a real-time system both on paper and in practice. The course centers around the problem of achieving...

This online course gives an introduction to lean software development. It includes lean concepts and some of the common Lean methods and techniques like Kanban, Value Stream...

In this course, students will learn how to design technologies that bring people joy, rather than frustration. You'll learn several techniques for rapidly prototyping and...

In this course, students will learn to design the computer architecture of complex modern microprocessors.

This course teaches the importance of IoT in society, the current components of typical IoT devices and trends for the future. IoT design considerations, constraints and...

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

This course is a continuation of Crypto I and explains the inner workings of public-key systems and cryptographic protocols. Students will learn how to reason about the security...

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This online course gives an introduction to the basic ideas of machine learning and artificial intelligence without the technical programming tools that are used by more...

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...

This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...

This course explores concepts and approaches involved in creating successful character designs that can be applied to video games.

In this course, students will use computers to creatively design web pages using HTML and CSS. They will then use Javascript to develop programs and algorithms--ways to get the...

This online course gives an introduction to the basics of augmented reality (AR).