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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...
This online course program explores the strategic considerations and best practices of telehealth and telemedicine. Learners will examine the clinical, operational, financial,...
This online course explores current trends in computing, visual, connectivity and artificial intelligence and their impact on businesses. It also covers digital tools for...
This online lecture covers eg.: 1. Direct Methods for linear systems of equations 2. Interpolation 3. Iterative Methods for non-linear systems of equations 4. Krylov methods for...
This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...
This series of lectures gives an introduction to complex analysis.
This online course program explores the evolution of ideas about the nature of reality in philosophy and the natural sciences through the ages. It starts with the philosophers...
This video lecture gives an introduction to ceramics.
This online course is an in-depth series of videos about differential equations and the MATLAB® ODE suite. These videos are suitable for students and life-long learners.
This series of online lectures discusses the fundamental concepts of communication networks, with a focus on computer networking. Participants will learn to identify relevant...
This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...
This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
This online course introduces microeconomic concepts and analysis, supply and demand analysis, theories of the firm and individual behavior, competition and monopoly, and...
This online course gives an introduction to some of the basics of actor training and explores how these could unlock the talent and potential within course participants. The...
This string theory lecture focuses on holographic duality (also known as gauge / gravity duality or AdS / CFT) as a novel method of approaching and connecting a range of diverse...
Dieser Online-Kurs erläutert die Patent- oder Gebrauchsmusteranmeldung und zeigt, wie diese selbstständig erstellt werden kann. Der Dozent ist selbst als deutscher und...
This online course gives an introduction to the medical language that is used to describe the human body. It includes an Introduction to Medical Terminology, Introduction to...
This online course program explores the prevention and treatment of atherosclerotic cardiovascular disease. It offers a practical approach to the prevention of initial and...
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