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This online course explores several key features of Kubernetes and the Kubernetes Architecture.

This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...

This online course explores the topic of causation vs. correlation. The course teaches how causal effects are defined, what assumptions about data and models are necessary, and...

This MOOC teaches fundamentals of probabilistic analysis and inference. Participants of the course will build computer programs that reason with uncertainty and make...

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

This online course helps to learn how to transition from exploratory analysis to explanatory analysis.

This online course gives an introduction to machine learning and includes a wide range of supervised-learning techniques, from simple linear regression to support vector...

This course is designed to teach web developers how to utilize the various object-oriented programming features within JavaScript, and more importantly, how to write reusable...

This online course explores the fundamental principles underpinning statistics. It is aimed at those with some prior knowledge of statistics and covers topics such as parametric...

This online course shows how to build deep learning agents with neural networks.

This online course explores Linux and its command line in order to access the full range of bioinformatics tools. The course was designed for students, biologists, and research...

This course is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to...

In this case study based course, students will apply the knowledge they have gained about distribution, revenue and demand management to a ‘real’ world case – Hotel “De...

This online course teaches basic concepts underlying cloud services (see also Part 1).

This series of online courses explores the fundamental theories and concepts of strategy and organization. The courses cover basic and advanced competitive strategy as well as...

This online course program gives an introduction to mathematical models capturing the history of and projections for an infectious disease. This includes implementing a...

This course teaches its participants how to use LibGDX to build 2D games that run anywhere, from web browsers to mobile devices.

This online course teaches a general understanding of financial valuation, quantitative analysis of individual and corporate financing, and savings/investment decisions.

This online course gives an introduction to the infrastructure and platform services provided by Google Cloud Platform.

This class presents fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. Students having taken this class should be able...