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This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
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 program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.
This online course gives an introduction to the terminology, design considerations and safety assessment of self-driving cars. This advanced course is designed for learners with...
This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...
In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...
This MOOC gives an introduction to Python and includes data analysis techniques.
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