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This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
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 explores how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...
This online course teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...
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 explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.
This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...
This online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This series of MOOCs explores the fundamentals of probabilistic graphical models.
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