The Statistics Program and the Department of Mathematics at the University of Maryland are pleased to announce the inaugural Maryland Summer School in Statistics and Machine Learning, to be held from May 29 to 31, 2025. This event will feature a series of three half-day short courses on a range of contemporary topics in statistics and machine learning, including the foundations of deep learning, network analysis, topological data analysis, random matrix theory, small area estimation, causal inference, and health data analysis, among others.