{"product_id":"gis-programming-in-practice-automate-analyze-and-visualize-spatial-data-using-python-geopandas-and-open-source-tools-9798292578130","title":"GIS Programming in Practice: Automate, Analyze, and Visualize Spatial Data Using Python, GeoPandas, and Open-Source Tools","description":"\u003cp\u003e • Author(s): Jaxon Myles\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Earth Sciences - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTired of manual GIS processes? Elevate your skills and career with Python-powered geospatial automation.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eGIS Programming in Practice\u003c\/i\u003e is designed for ambitious GIS professionals, data scientists, and Python developers who want to tackle large-scale spatial challenges. This comprehensive guide empowers you to build scalable, efficient, and robust solutions for \u003cb\u003eanalyzing and visualizing spatial data\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eMove beyond basic scripting and learn to integrate your \u003cb\u003ePython GIS\u003c\/b\u003e projects with powerful databases and cloud platforms. Discover strategies for handling \u003cb\u003elarge geospatial datasets\u003c\/b\u003e and optimizing performance, making your applications ready for real-world demands.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eAdvanced Automation: \u003c\/b\u003e Implement sophisticated scripts for complex \u003cb\u003eGIS workflows\u003c\/b\u003e and data pipelines.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eDatabase Integration: \u003c\/b\u003e Master storing and querying spatial data with \u003cb\u003ePostGIS\u003c\/b\u003e and connecting via Python (Psycopg2, SQLAlchemy).\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eCloud GIS: \u003c\/b\u003e Understand how to leverage AWS, Google Cloud, and Azure for scalable geospatial processing and storage.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003ePerformance Optimization: \u003c\/b\u003e Learn techniques like chunking, parallel processing, and spatial indexing for faster queries and efficient memory management.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eGeospatial Machine Learning: \u003c\/b\u003e A practical introduction to spatial regression, clustering, and feature engineering for predictive mapping.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eProfessional Development: \u003c\/b\u003e Adopt essential practices like debugging, unit testing, and \u003cb\u003eversion control with Git\u003c\/b\u003e for collaborative projects.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003eBecome the go-to expert for \u003cb\u003egeospatial development\u003c\/b\u003e in your organization. This book provides the deep knowledge and practical examples you need to build cutting-edge \u003cb\u003eopen-source GIS\u003c\/b\u003e solutions.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBy Jaxon Myles\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334578786455,"sku":"9798292578130","price":2632.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798292578130.webp?v=1768672563","url":"https:\/\/atlanticbooks.com\/products\/gis-programming-in-practice-automate-analyze-and-visualize-spatial-data-using-python-geopandas-and-open-source-tools-9798292578130","provider":"Atlantic Books","version":"1.0","type":"link"}