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This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
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™...
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 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 MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
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...
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
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...
In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...
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 explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
This online course (MOOC) explores the movement of bodies in space (like spacecraft, satellites, and space stations).
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
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...
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