{"product_id":"sustainable-farming-through-machine-learning-suneeta-satpathy-9781032777498","title":"Sustainable Farming Through Machine Learning: Enhancing Productivity and Efficiency","description":"\u003cp\u003eThis book explores the transformative potential of machine learning (ML) technologies in agriculture. It delves into specific applications, such as crop monitoring, disease detection, and livestock management, demonstrating how artificial intelligence\/machine learning (AI\/ML) can optimize resource management and improve overall productivity in farming practices.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eSustainable Farming through Machine Learning: Enhancing Productivity and Efficiency \u003c\/em\u003eprovides an in-depth overview of AI and ML concepts relevant to the agricultural industry. It discusses the challenges faced by the agricultural sector and how AI\/ML can address them. The authors highlight the use of AI\/ML algorithms for plant disease and pest detection and examine the role of AI\/ML in supply chain management and demand forecasting in agriculture. It includes an examination of the integration of AI\/ML with agricultural robotics for automation and efficiency. The authors also cover applications in livestock management, including feed formulation and disease detection; they also explore the use of AI\/ML for behavior analysis and welfare assessment in livestock. Finally, the authors also explore the ethical and social implications of using such technologies.\u003c\/p\u003e\u003cp\u003eThis book can be used as a textbook for students in agricultural engineering, precision farming, and smart agriculture. It can also be a reference book for practicing professionals in machine learning, and deep learning working on sustainable agriculture applications.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Suneeta Satpathy\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032777494\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032777498\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/25\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 282\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.32lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.69d","brand":"Suneeta Satpathy","offers":[{"title":"Hardcover","offer_id":46640783884543,"sku":"9781032777498","price":130.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9e8dbcd0-57bc-4b27-b1ca-80b7c3198fd8.jpg?v=1740670511","url":"https:\/\/www.whiterainbookhouse.com\/products\/sustainable-farming-through-machine-learning-suneeta-satpathy-9781032777498","provider":"WR Book House","version":"1.0","type":"link"}