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This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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 the world of international trade finance. It includes various trade finance products for exporters and importers, sanctions...
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...
This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...
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 online course explains how to design and render a modern kitchen from start to finish in Sketchup.
This series of online courses teaches object-oriented programming in Java for software developers with some prior programming experience.
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 MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...
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 course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
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