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This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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...
This online course explores concepts of advanced linear algebra for computing.
This online course helps to learn how to apply the concepts of advertising and marketing to branding.
This lecture series addresses questions related to the foundations of Quantum Mechanics. Topics include: Bell´s inequalities and Entanglement, Measurements, Decoherence and the...
This online course covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...
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 course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
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...
This course covers the concepts and methodologies used in systems-level analysis of biomedical systems. Successful participants will learn how to use experimental, computational...
This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
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 is designed to provide both an in-depth and an intuitive understanding of the theory behind modern discrete-time signal processing systems and applications.
This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...
This online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.
This advanced-level online lecture gives an introduction to gravitational waves in astrophysics.
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