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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 lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...
Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...
This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...
This online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.
This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
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 covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
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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