Recorded 12 March 2026. Jochen Garcke of Universität Bonn and Fraunhofer SCAI presents "Introduction to Machine Learning for Science and Engineering" at IPAM's Multi-Fidelity Methods for Fusion Energy Tutorials. Abstract: This tutorial talk will introduce basic concepts of machine learning. The aim is to provide an understanding of the general components of algorithms from machine learning. In addition, the interplay of numerical simulations and machine learning will be addressed. Learn more online at: https://www.ipam.ucla.edu/programs/workshops/multi-fidelity-methods-for-fusion-energy-tutorials/?tab=overview