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Application of Machine Learning in Agriculture Mohammad Ayoub Khan
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Application of Machine Learning in Agriculture
Mohammad Ayoub Khan
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.
342 pages, Approx. 220 illustrations (50 in full color); Illustrations, unspecified
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2022. gada 19. maijs |
| ISBN13 | 9780323905503 |
| Izdevēji | Elsevier Science & Technology |
| Lapas | 330 |
| Izmēri | 234 × 189 × 21 mm · 674 g |
| Valoda | Angļu |
| Redaktors | Ansari, Mohammad Aslam (Scientist Professor, Department of Agriculture Communication, College of Agriculture, G B Pant University of Agriculture and Technology, Pantnagar (Uttarakhand), India) |
| Redaktors | Khan, Mohammad Ayoub (Associate Professor, University of Bisha, Bisha, Saudi Arabia) |
| Redaktors | Khan, Rijwan (Professor and Head of Department of Computer Science, ABES Institute of Technology, Uttar Pradesh, India) |
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