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In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This course is an advanced study of bodies in motion as applied to engineering systems and structures. It will explore the dynamics of rigid bodies in 3D motion. This will...

This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will also introduce a range of...

This course will expand participants´ programming skill set to read and manipulate data with more complex structure. They will also write programs with more complex structure.

This online course gives an introduction to the fundamental precepts of computer science. It covers the relationships between applications programming, the theory of...

Through this course, students will explore how climate change, water availability, and engineering innovation are key challenges for our planet.

This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...

This course is for novice programmers or business people who'd like to understand the core tools used to wrangle and analyze big data. It will give hands-on examples with Hadoop...

This online course explores materials from the atomic to the continuum level, and apply the learning to mechanics and engineering problems.

This online course gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

This online course teaches how philosophers responded to the First World War and how the war changed philosophical reflection.

This online course helps to understand key aspects of business operations and lean management including capacity, productivity, quality, and supply chain.

Diese Vorlesung behandelt die Nichtlineare Kontinuumsmechanik (NLKM). The course language is English after the initial minutes of introduction.

This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well....

In this course, web developers will learn to implement the OAuth 2.0 framework to allow users to securely login to your web applications. OAuth 2.0 is a popular framework that...

This course will teach relevant fundamentals of human motor performance, perception, and cognition that inform effective interaction design.

This online lecture aims to help students acquire both the mathematical principles and the intuition necessary to create, analyze, and understand insightful models for a broad...