Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Masterclass for Optimisation - Professor Coralia Cartis, University of Oxford

Alan Turing Institute via YouTube

Overview

Explore optimization techniques in this comprehensive masterclass led by Professor Coralia Cartis from the University of Oxford. Delve into algorithm development, analysis, and implementation for various problem classes, including linear, convex, nonconvex, smooth/nonsmooth, and stochastic optimization. Learn about the complexity of nonconvex optimization problems, compressed sensing, and parameter estimation for climate modeling. Discover cutting-edge research on optimization methods for problems with imperfect or corrupted information, such as stochastic optimization. Gain insights from Professor Cartis' extensive experience in numerical optimization and her work at prestigious institutions like the University of Oxford, Rutherford Appleton Laboratory, and the University of Edinburgh. This 1 hour and 53-minute lecture, presented by the Alan Turing Institute, offers a deep dive into advanced optimization techniques suitable for large-scale applications in data science and beyond.

Syllabus

Masterclass for optimisation - Professor Coralia Cartis, University of Oxford

Taught by

Alan Turing Institute

Reviews

Start your review of Masterclass for Optimisation - Professor Coralia Cartis, University of Oxford

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.