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Astronomy has become data-driven in ways that are quantitatively and qualitatively different from the past. At this pivotal time, this volume brings together astronomers involved in surveys and large simulation projects, computer scientists, data scientists, and companies, to fruitfully exchange ideas, methods, software, and technical capabilities.