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Advanced algorithms build upon basic ones and use new ideas. The course will start with networks flows which are used in more obvious applications such as optimal matchings,...

This series of MOOCs covers all the fundamental techniques in recommender systems, from non-personalized and project-association recommenders through content-based and...

This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...

This series of MOOCs explores the fundamentals of probabilistic graphical models.

This MOOC discusses cybersecurity in the context of unknown and unpredictable human behavior within and outside of organizations.

This course teaches the use of Git, a source code management system for software development. It shows how to create and explore a simple Git-managed project.

This online course explores the world of quantum computers and the quantum internet. The course discusses the principles and promises behind these developments and how they will...

This online course program explores how to impose ethical behavior on machine models to manage the ethical impact of AI making decisions. It includes topics such as AI...

This online course teaches how to to create machine learning algorithms in Python and R.

First of all, students of this course must understand that the world is trending in real time! Through the course, they will learn from Twitter to scalably process tweets, or...

This online course explores the Selenium WebDriver with Java from basics to advanced level.

In this online course, through scientific presentations, critical reflection and discussion, students learn current state-of-the art topics in the field of Ubiquitous Computing.

This online course gives an overview of the essential concepts of blockchain technology, including Bitcoin and Ethereum.

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This series of online courses gives an overview of the fundamentals of programming and computer science. The courses explore what computer science is, how web development works,...

This online course explores iOS development by learning about the OS and the development platform.

This online course gives a detailed introduction to building websites and mobile apps. It includes HTML, CSS, Javascript, PHP, Python and MySQL. 300 short video lectures explain...

This online course explores several key features of Kubernetes and the Kubernetes Architecture.

This online course program gives an introduction to AWS cloud development.