{"product_id":"applied-geospatial-data-science-with-python-leverage-geospatial-data-analysis-and-modeling-to-find-unique-solutions-to-environmental-problems-paperback","title":"Applied Geospatial Data Science with Python: Leverage geospatial data analysis and modeling to find unique solutions to environmental problems - Paperback","description":"\u003cp\u003eby \u003cb\u003eDavid S. Jordan\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eIntelligently connect data points and gain a deeper understanding of environmental problems through hands-on Geospatial Data Science case studies written in Python\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThe book includes colored images of important concepts\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to integrate spatial data and spatial thinking into traditional data science workflows\u003c\/li\u003e\n\u003cli\u003eDevelop a spatial perspective and learn to avoid common pitfalls along the way\u003c\/li\u003e\n\u003cli\u003eGain expertise through practical case studies applicable in a variety of industries with code samples that can be reproduced and expanded\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eData scientists, when presented with a myriad of data, can often lose sight of how to present geospatial analyses in a meaningful way so that it makes sense to everyone. Using Python to visualize data helps stakeholders in less technical roles to understand the problem and seek solutions. The goal of this book is to help data scientists and GIS professionals learn and implement geospatial data science workflows using Python.\u003c\/p\u003e\u003cp\u003eThroughout this book, you'll uncover numerous geospatial Python libraries with which you can develop end-to-end spatial data science workflows. You'll learn how to read, process, and manipulate spatial data effectively. With data in hand, you'll move on to crafting spatial data visualizations to better understand and tell the story of your data through static and dynamic mapping applications. As you progress through the book, you'll find yourself developing geospatial AI and ML models focused on clustering, regression, and optimization. The use cases can be leveraged as building blocks for more advanced work in a variety of industries.\u003c\/p\u003e\u003cp\u003eBy the end of the book, you'll be able to tackle random data, find meaningful correlations, and make geospatial data models.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the fundamentals needed to work with geospatial data\u003c\/li\u003e\n\u003cli\u003eTransition from tabular to geo-enabled data in your workflows\u003c\/li\u003e\n\u003cli\u003eDevelop an introductory portfolio of spatial data science work using Python\u003c\/li\u003e\n\u003cli\u003eGain hands-on skills with case studies relevant to different industries\u003c\/li\u003e\n\u003cli\u003eDiscover best practices focusing on geospatial data to bring a positive change in your environment\u003c\/li\u003e\n\u003cli\u003eExplore solving use cases, such as traveling salesperson and vehicle routing problems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for you if you are a data scientist seeking to incorporate geospatial thinking into your workflows or a GIS professional seeking to incorporate data science methods into yours. You'll need to have a foundational knowledge of Python for data analysis and\/or data science.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 308\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.65 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e February 28, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42720606453823,"sku":"9781803238128","price":79.18,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/7ba446e650d18bd9faafca8cbf28b009.webp?v=1765089716","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/applied-geospatial-data-science-with-python-leverage-geospatial-data-analysis-and-modeling-to-find-unique-solutions-to-environmental-problems-paperback","provider":"BBB","version":"1.0","type":"link"}