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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...

This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.

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

This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...

This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.

This online course program is intended for experienced spacecraft dynamics and GNC engineers and researchers. It includes momentum-based attitude dynamics and control and...

This online course explores the project management skills needed to handle complexity in engineering, infrastructure and other large projects.

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

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 education course is for school leaders of all kinds (from teacher-leaders to principals to superintendents) who are launching innovation in schools—starting new efforts to...

This online course (MOOC) explores various online marketing opportunities and how to use the Internet, social media, and digital analytics to successfully market a business.

This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.

This online course helps to learn how to apply the concepts of advertising and marketing to branding.

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

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

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...