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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.

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...

This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

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...

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 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 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...

This online course explores how to assess global market opportunities and challenges while developing successful global marketing strategies.

This online lecture gives an introduction to quantum optics.

This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

This online course teaches how to integrate a photovoltaic system into a microgrid of your design.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course helps to learn how to apply the concepts of advertising and marketing to branding.

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.