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This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.

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

This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

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

This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

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...

In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...

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

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

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

This course covers lesson planning and assessing with the ELL in mind as well as engaging the ELL student and their families in the school and community.

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

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...