Industry 4.0, AI, and data science: research trends and challenges
"The aim of this book is to provide insight into Data Science and Artificial Learning Techniques based on Industry 4.0, conveys how Machine Learning & Data Science are becoming an essential part of industrial and academic research. Varying from healthcare to social networking and everywhere...
Saved in:
| Other Authors: | , , , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton ; London ; New York
CRC Press
2022
|
| Edition: | First edition |
| Series: | Demystifying technologies for computational excellence: moving towards society 5.0
|
| Subjects: | |
| Online Access: | DE-M347 DE-355 DE-739 Volltext |
| Summary: | "The aim of this book is to provide insight into Data Science and Artificial Learning Techniques based on Industry 4.0, conveys how Machine Learning & Data Science are becoming an essential part of industrial and academic research. Varying from healthcare to social networking and everywhere hybrid models for Data Science, Al, and Machine Learning are being used. The book describes different theoretical and practical aspects and highlights how new systems are being developed. Along with focusing on the research trends, challenges and future of AI in Data Science, the book explores the potential for integration of advanced AI algorithms, addresses the challenges of Data Science for Industry 4.0, covers different security issues, includes qualitative and quantitative research, and offers case studies with working models. This book also provides an overview of AI and Data Science algorithms for readers who do not have a strong mathematical background. Undergraduates, postgraduates, academicians, researchers, and industry professionals will benefit from this book and use it as a guide. |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | 1 Online-Ressource (xix, 261 Seiten) Illustrationen |
| ISBN: | 9781003097181 |
| DOI: | 10.1201/9781003097181 |
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| author2 | Bali Vikram Banerjee, Kakoli Kumar, Narendra Gour, Sanjay Chawla, Sunil Kumar |
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| edition | First edition |
| format | Electronic eBook |
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| spelling | Industry 4.0, AI, and data science research trends and challenges edited by Vikram Bali, Kakoli Banerjee, Narendra Kumar, Sanjay Gour, and Sunil Kumar Chawla First edition Boca Raton ; London ; New York CRC Press 2022 1 Online-Ressource (xix, 261 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Demystifying technologies for computational excellence: moving towards society 5.0 Includes bibliographical references and index "The aim of this book is to provide insight into Data Science and Artificial Learning Techniques based on Industry 4.0, conveys how Machine Learning & Data Science are becoming an essential part of industrial and academic research. Varying from healthcare to social networking and everywhere hybrid models for Data Science, Al, and Machine Learning are being used. The book describes different theoretical and practical aspects and highlights how new systems are being developed. Along with focusing on the research trends, challenges and future of AI in Data Science, the book explores the potential for integration of advanced AI algorithms, addresses the challenges of Data Science for Industry 4.0, covers different security issues, includes qualitative and quantitative research, and offers case studies with working models. This book also provides an overview of AI and Data Science algorithms for readers who do not have a strong mathematical background. Undergraduates, postgraduates, academicians, researchers, and industry professionals will benefit from this book and use it as a guide. Industrie 4.0 (DE-588)1072179776 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Data Science (DE-588)1140936166 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Industry 4.0 (DE-588)4143413-4 Aufsatzsammlung gnd-content Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Maschinelles Lernen (DE-588)4193754-5 s Data Science (DE-588)1140936166 s Industrie 4.0 (DE-588)1072179776 s Bali Vikram (DE-588)1249126533 edt Banerjee, Kakoli (DE-588)1333423551 edt Kumar, Narendra (DE-588)1240190360 edt Gour, Sanjay (DE-588)1350384267 edt Chawla, Sunil Kumar (DE-588)1228569614 edt Erscheint auch als Druck-Ausgabe, Paperback 978-0-367-56291-5 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-367-56285-4 https://doi.org/10.1201/9781003097181 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Industry 4.0, AI, and data science research trends and challenges Industrie 4.0 (DE-588)1072179776 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Data Science (DE-588)1140936166 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)1072179776 (DE-588)4033447-8 (DE-588)1140936166 (DE-588)4193754-5 (DE-588)4143413-4 |
| title | Industry 4.0, AI, and data science research trends and challenges |
| title_auth | Industry 4.0, AI, and data science research trends and challenges |
| title_exact_search | Industry 4.0, AI, and data science research trends and challenges |
| title_exact_search_txtP | Industry 4.0, AI, and data science research trends and challenges |
| title_full | Industry 4.0, AI, and data science research trends and challenges edited by Vikram Bali, Kakoli Banerjee, Narendra Kumar, Sanjay Gour, and Sunil Kumar Chawla |
| title_fullStr | Industry 4.0, AI, and data science research trends and challenges edited by Vikram Bali, Kakoli Banerjee, Narendra Kumar, Sanjay Gour, and Sunil Kumar Chawla |
| title_full_unstemmed | Industry 4.0, AI, and data science research trends and challenges edited by Vikram Bali, Kakoli Banerjee, Narendra Kumar, Sanjay Gour, and Sunil Kumar Chawla |
| title_short | Industry 4.0, AI, and data science |
| title_sort | industry 4 0 ai and data science research trends and challenges |
| title_sub | research trends and challenges |
| topic | Industrie 4.0 (DE-588)1072179776 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Data Science (DE-588)1140936166 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Industrie 4.0 Künstliche Intelligenz Data Science Maschinelles Lernen Aufsatzsammlung |
| url | https://doi.org/10.1201/9781003097181 |
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