The Machine Learning Summer School (MLSS) will be held at Skoltech in Moscow, Russia, from Aug. 26 to Sep. 6, 2019. The MLSS presents topics at the core of modern machine learning, from fundamentals to state-of-the-art practice. It is offered to PhD students, but also to researchers and professionals. Its speakers are leading academic and industry experts.