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Image of Machine Learning and Artificial Intelligence for Agricultural Economics

Electronic Resource

Machine Learning and Artificial Intelligence for Agricultural Economics

Vuppalapati, Chandrasekar - Personal Name;

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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.


Availability
Inventory Code Barcode Call Number Location Status
2108000428EB0005177006.3 Vup mCentral Library (OPAC)Available
Detail Information
Series Title
International Series in Operations Research & Management Science
Call Number
006.3 Vup m
Publisher
Switzerland : Springer Cham., 2021
Collation
xix, 599p.:ill
Language
English
ISBN/ISSN
978-3-030-77485-1
Classification
006.3
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Artificial intelligence
Specific Detail Info
-
Statement of Responsibility
BRF
Other version/related

No other version available

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  • Machine Learning and Artificial Intelligence for Agricultural Economics
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