International Black Sea University will be organizing Autumn school on Machine Learning with the support of Shota Rustaveli National Science Foundation of Georgia (SRNSFG) in Tbilisi, Georgia, October 3-11, 2019. The intended audience of the autumn school includes BASc., MA., and Ph.D. students as well as young researchers from the fields of computer science and mathematics.