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Machine Learning and AI Technology for Agricultural Applications - (Paperback)
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Highlights
- Machine Learning and AI Technology in Agricultural Applications offers a comprehensive overview of how artificial intelligence and machine learning are transforming the agricultural industry.
- Author(s): Kishore Chandra Swain & Chiranjit Singha & Satiprasad Sahoo & Armin Moghimi & Quoc Bao Pham & Biswajeet Pradhan
- 300 Pages
- Technology, Agriculture
Description
Book Synopsis
Machine Learning and AI Technology in Agricultural Applications offers a comprehensive overview of how artificial intelligence and machine learning are transforming the agricultural industry. By delving into image processing and advanced data analysis, the book demonstrates how technology addresses modern agricultural challenges, including climate change, urbanization, and increasing global populations. It emphasizes the importance of integrating sensors and data collection methods to generate vast pools of information, which can be efficiently analyzed through AI-driven solutions. The text lays a strong foundation for understanding the role of technological innovation in supporting sustainable and secure food production. Beyond introducing core machine learning models such as random forest, support vector machines, logistic regression, and decision trees, the book highlights the centralization of critical agricultural data in the cloud. This resource benefits both students and seasoned agricultural scientists, providing practical insights for optimizing crop yields, monitoring soil and weather conditions, and managing resources like fertilizers and pesticides. The book also explores the rapid analysis of complex datasets, empowering users to make informed, timely decisions in real-world agricultural scenarios.Dimensions (Overall): 9.25 Inches (H) x 7.5 Inches (W)
Suggested Age: 22 Years and Up
Number of Pages: 300
Genre: Technology
Sub-Genre: Agriculture
Publisher: Academic Press
Theme: General
Format: Paperback
Author: Kishore Chandra Swain & Chiranjit Singha & Satiprasad Sahoo & Armin Moghimi & Quoc Bao Pham & Biswajeet Pradhan
Language: English
Street Date: June 1, 2026
TCIN: 1007867088
UPC: 9780443450501
Item Number (DPCI): 247-43-6275
Origin: Made in the USA or Imported
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Shipping details
Estimated ship dimensions: 1 inches length x 7.5 inches width x 9.25 inches height
Estimated ship weight: 1 pounds
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