Five hundred years ago, when Ponce de Leon landed on the shores of Florida, 27 million acres of virgin timber--chiefly longleaf, slash pine and large areas of cypress, loblolly pine, sand pine, palms, and oaks--covered the land that constitutes the state today. Of the 15 million acres now forested, 12 million are privately held. This lively, 500-year history of Florida's forests begins before the Spaniards colonized the state, when Native American tribes felled trees to build shelters and canoes, carve ritual masks and weapons, and make firewood. These tribes revered Florida's...

This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of Python code samples, the book has been written to accelerate the process of moving from script or notebook to app.From an initial look at the context and ecosystem of AI solutions today, the book drills down from high-level business needs into best practices, working with stakeholders, and agile...