Machine learning algorithms and applications in engineering /
"Machine Learning (ML) is a sub field of artificial intelligence that uses soft computing and algorithms to enable computers to learn on their own and identify patterns in observed data, build models that explain the world, and predict things without having explicit pre-programmed rules and mod...
| Other Authors: | , , , |
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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton :
CRC Press,
2023
Boca Raton, FL : 2023 |
| Edition: | First edition |
| Series: | Smart and intelligent computuing in engineering
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| Subjects: |
| Summary: | "Machine Learning (ML) is a sub field of artificial intelligence that uses soft computing and algorithms to enable computers to learn on their own and identify patterns in observed data, build models that explain the world, and predict things without having explicit pre-programmed rules and models. This book discusses various applications of ML in engineering fields and the use of ML algorithms in solving challenging engineering problems ranging from biomedical, transport, supply chain and logistics, to manufacturing and industrial. Through numerous case studies, it will assist researchers and practitioners in selecting the correct options and strategies for managing organizational tasks"-- |
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| Physical Description: | 1 online resource (xiv, 323 pages) : illustrations, maps 1 online resource |
| Bibliography: | Includes bibliographical references and index |
| ISBN: | 1000642356 1000642380 1003104851 9781000642353 9781000642384 9781003104858 |