Recorded 10 March 2022. Stefan Chmiela of Technische Universität Berlin presents "Machine learning basics: A speedrun" at IPAM's Advancing Quantum Mechanics with Mathematics and Statistics Tutorials. Learn more online at: http://www.ipam.ucla.edu/programs/workshops/advancing-quantum-mechanics-with-mathematics-and-statistics-tutorials/?tab=schedule