This book provides the tools, the methods, and the theory to meet the challenges of contemporary data science applied to geographic problems and data. In the new world of pervasive, large, frequent, and rapid data, there are new opportunities to understand and analyze the role of geography in everyday life. Geographic Data Science with Python introduces a new way of thinking about analysis, by using geographical and computational reasoning, it shows the reader how to unlock new insights hidden within data. Key Features: ● Showcases the excellent data science environment in Python. ● Provides examples for readers to replicate, adapt, extend, and improve. ● Covers the crucial knowledge needed by geographic data scientists. It presents concepts in a far more geographic way than competing textbooks, covering spatial data, mapping, and spatial statistics whilst covering concepts, such as clusters and outliers, as geographic concepts. Intended for data scientists, GIScientists, and geographers, the material provided in this book is of interest due to the manner in which it presents geospatial data, methods, tools, and practices in this new field.
A vividly told, serious novel about the coming of age of an 18-year-old Amish youth in Holmes County, Ohio, during the fall of 1960. "This is an extraordinary work. I just could not tear myself away from its pages!" --Harrison E. Salisbury "Levi Miller's first novel is a small masterpiece that deals with six months in the life of an Amish teenager. It could become a modern classic." --South Bend Tribune
Looking for wild animals but don_t want to go too far? This guide to city-dwelling critters may create a new young field scientist. Learn how coyotes, deer, owls, raccoons, and many more creatures survive and thrive in a human environment. Complete with suggestions of how to safely observe wild animals on your own. ZOOBOOKS, the 59-book animal series - the "everything you wanted to know but didn't know who to ask" guide to the world's most fascinating creatures. Each exciting edition of ZOOBOOKS is packed with current scientific facts, striking photography, beautiful illustrations and unique activities that teach children about animals and the habitats in which they live. With innovative publications and products, Wildlife Education, Ltd. has enriched the lives of children, parents, and educators nationwide for 20 years. All titles are offered in library-bound hardcover and soft-cover styles. ZOOBOOKS, ideal for the knowledge-hungry 5-12 year old!
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