Application of Machine Learning in Agriculture

Name: Application of Machine Learning in Agriculture
Brand: Academic Press
SKU: 9780323905503
Price: 10086.0 INR
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by Mohammad Ayoub Khan

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ISBN13: 9780323905503
Binding: Paperback
Subject: N/A
Publisher: Academic Press
Publisher Imprint: Academic Press
Publication Date: May 19, 2022
Pages: 330
Original Price: USD 175.0
Language: English
Edition: N/A
Item Weight: 572 grams
BISAC Subject(s): Industries / Agribusiness, Development / General, and Business & Productivity Software / Business Intelligence

About The Book

Application of Machine Learning in Smart Agriculture is the first book to present a multidisciplinary look at how technology can not only improve agricultural output, but the economic efficiency of that output as well. Through a global lens, the book approaches the subject from a technical perspective, providing important knowledge and insights for effective and efficient implementation and utilization of machine learning.

As artificial intelligence techniques are being used to increase yield through optimal planting, fertilizing, irrigation, and harvesting, these are only part of the complex picture which must also take into account the economic investment and its optimized return. The performance of machine learning models improves over time as the various mathematical and statistical models are proven. Presented in three parts, Application of Machine Learning in Smart Agriculture looks at the fundamentals of smart agriculture; the economics of the technology in the agricultural marketplace; and a diverse representation of the tools and techniques currently available, and in development.

This book is an important resource for advanced level students and professionals working with artificial intelligence, internet of things, technology and agricultural economics.

About The Author

Ansari, Mohammad Aslam: - Scientist Professor, Department of Agriculture Communication, College of Agriculture, G B Pant University of Agriculture and Technology, Pantnagar (Uttarakhand). Post-doctoral studies at University of Leicester (UK). Received Senior Research Fellowship during doctoral studies and UNDP/ICAR scholarship during post-graduation at Pantnagar University. He is chairman of the editorial board of Indian Journal of Science Communication and has nearly 25 years' experience in different capacities in corporate, governmental, NGO and Academic institutions. He has worked in that time has included focuse on the use of technologies in agricultural settings, including the use of mobile phones, e-learning, and internet use. His research interests include ICT applications in agriculture and rural development, Development Communication, Training, Health Communication and Science Communication.

Khan, Mohammad Ayoub: - Mohammad Ayoub Khan is Associate Professor at the University of Bisha in Bisha, Saudi Arabia.

Khan, Rijwan: - Rijwan Khan is Professor and Head of Department of Computer Science at the ABES Institute of Technology in Uttar Pradesh, India.

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