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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 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...

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.

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...

With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

This online course (MOOC) explores the movement of bodies in space (like spacecraft, satellites, and space stations).

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...