{"product_id":"remote-sensing-and-ai-ajit-singh-9798188107611","title":"Remote Sensing and AI","description":"\"\u003cb\u003eRemote Sensing and AI\"\u003c\/b\u003e is a comprehensive, highly practical, and industry-focused manual designed to teach the end-to-end development of artificial intelligence applications using geospatial and satellite data. This section provides a detailed explanation of the book's core philosophy, pedagogical structure, key features, target audience, and the primary takeaways readers will acquire upon completion. \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePhilosophy\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThe guiding philosophy of this book is strictly centered on practical implementation and real-world applicability. In the rapidly evolving tech industry, possessing theoretical knowledge of neural networks or satellite wavebands is insufficient; professionals must know how to design, code, deploy, and maintain working systems. Therefore, this book deliberately minimizes abstract, academic theory. Instead, it treats theory strictly as a foundational tool required to achieve successful software implementation. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Features\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e1. End-to-End Coverage: It covers the complete lifecycle of a software product-from data sourcing and framework design to building the AI model, setting up the backend services, and implementing the final cloud deployment. \u003cp\u003e\u003c\/p\u003e2. Current and Future Industry Trends: The content is heavily aligned with modern stacks, focusing on Cloud-Native Geospatial architectures, MLOps (Machine Learning Operations), Edge AI, and API integrations. \u003cp\u003e\u003c\/p\u003e3. Comprehensive First Chapter: The opening chapter lays a flawless foundation, detailing the exact definitions, history, evolution, version comparisons, components, functions, advantages, and applications of the field, ensuring no prior domain knowledge is required. \u003cp\u003e\u003c\/p\u003e4. Live DIY Capstone Project: Chapter 10 is entirely dedicated to a massive, fully functional Capstone Project. It provides the complete, working code for a real-life application, accompanied by step-by-step explanations of the design, functioning, and mode of operations. \u003cp\u003e\u003c\/p\u003e5. Scalability and Services: Extensive coverage of deploying models as scalable web services, utilizing components like Docker, cloud infrastructure, and modern deployment frameworks. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Takeaways\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eBy the time you finish the final capstone project in Chapter 10, you will possess the following actionable skills: \u003cp\u003e\u003c\/p\u003e1. The ability to confidently design, build, and deploy an end-to-end Geospatial AI application from scratch. \u003cp\u003e\u003c\/p\u003e2. A deep understanding of how to source, preprocess, and manage massive satellite datasets using modern cloud APIs and data pipelines. \u003cp\u003e\u003c\/p\u003e3. The capability to implement machine learning and deep learning algorithms (using simplified, logical steps) specifically tailored for image classification, object detection, and change detection. \u003cp\u003e\u003c\/p\u003e4. Expertise in designing software architectures, selecting the correct frameworks, and integrating various components to ensure system scalability. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eDisclaimer\u003c\/b\u003e: Earnest request from the Author. \u003cp\u003e\u003c\/p\u003eKindly go through the table of contents and refer kindle edition for a glance on the related contents. \u003cp\u003e\u003c\/p\u003eThank you for your kind consideration!\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ajit Singh\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798188107611\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/20\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 274\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.81lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.58d","brand":"Ajit Singh","offers":[{"title":"Paperback","offer_id":50665935601919,"sku":"9798188107611","price":31.24,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/remote-sensing-and-ai-ajit-singh-9798188107611","provider":"WR Book House","version":"1.0","type":"link"}