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Machine Learning and Artificial Intelligence for Agricultural Economics

Prognostic Data Analytics to Serve Small Scale Farmers Worldwide de

Éditeur :

Springer


Collection :

International Series in Operations Research & Management Science

Paru le : 2021-10-04

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Description

This book discusses machine learning and artificial intelligence (AI) for agricultural economics. It is written with a view towards bringing the benefits of advanced analytics and prognostics capabilities to small scale farmers worldwide. This volume provides data science and software engineering teams with the skills and tools to fully utilize economic models to develop the software capabilities necessary for creating lifesaving applications. The book introduces essential agricultural economic concepts from the perspective of full-scale software development with the emphasis on creating niche blue ocean products. Chapters detail several agricultural economic and AI reference architectures with a focus on data integration, algorithm development, regression, prognostics model development and mathematical optimization.
Upgrading traditional AI software development paradigms to function in dynamic agricultural and economic markets, this volume will be of great use to researchers and students in agricultural economics, data science, engineering, and machine learning as well as engineers and industry professionals in the public and private sectors.
Pages
599 pages
Collection
International Series in Operations Research & Management Science
Parution
2021-10-04
Marque
Springer
EAN papier
9783030774844
EAN PDF
9783030774851
Informations sur l'ebook
Nombre pages copiables
5
Nombre pages imprimables
59
Taille du fichier
49428 Ko
Prix
158,24 €
EAN EPUB
9783030774851
Informations sur l'ebook
Nombre pages copiables
5
Nombre pages imprimables
59
Taille du fichier
164772 Ko
Prix
158,24 €

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