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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 course is an introduction to least squares from a linear algebraic and mathematical perspective.

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

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...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

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...

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

In this course students will build a hardware and software development environment to guide their journey through the Internet of Things specialization courses. The DragonBoard™...

This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...