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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...
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...
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 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...
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
This MOOC gives an introduction to Python and includes data analysis techniques.
In this course students will build a hardware and software development environment to guide their journey through the Internet of Things specialization courses. The DragonBoard™...
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...
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