Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case Studies - Couverture souple

9780128207147: Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case Studies

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ISBN 10 : 0128207140 ISBN 13 : 9780128207147

Editeur : Gulf Professional Publishing, 2021

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Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value.

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� propos de l?auteur

Dr. Patrick Bangert is the Vice President of Artificial Intelligence at Samsung SDS where he leads both the AI software development and AI consulting groups that each provide various offerings to the industry. He is the founder and Board Chair of Algorithmica Technologies, providing real-time process modeling, optimization, and predictive maintenance solutions to the process industry with a focus on chemistry and power generation. His doctorate from UCL specialized in applied mathematics, and his academic positions at NASA's Jet Propulsion Laboratory and Los Alamos National Laboratory made use of optimization and machine learning for magnetohydrodynamics and particle accelerator experiments. He has published extensively across optimization and machine learning and their relevant applications in the real world.

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�diteurGulf Professional Publishing
Date d'�dition2021
ISBN 10 0128207140
ISBN 13 9780128207147
ReliureBroch�
Langueanglais
Nombre de pages288
�diteurBangert Patrick
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Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case Studies

Edit� par Elsevier Science & Technology|Gulf Professional Publishing, 2021

ISBN 10 : 0128207140 ISBN 13 : 9780128207147

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil an. N� de r�f. du vendeur 378036311

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Machine Learning and Data Science in the Oil and Gas Industry

Patrick Bangert

Edit� par Elsevier Science & Technology M�r 2021, 2021

ISBN 10 : 0128207140 ISBN 13 : 9780128207147

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value. 306 pp. Englisch. N� de r�f. du vendeur 9780128207147

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Machine Learning and Data Science in the Oil and Gas Industry

Bangert Patrick

Edit� par Elsevier, 2021

ISBN 10 : 0128207140 ISBN 13 : 9780128207147

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Etat : New. pp. 306. N� de r�f. du vendeur 392706458

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Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case Studies

Bangert, Patrick (Editor)

Edit� par Gulf Professional Pub, 2021

ISBN 10 : 0128207140 ISBN 13 : 9780128207147

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Paperback. Etat : Brand New. 300 pages. 9.00x6.00x0.67 inches. In Stock. N� de r�f. du vendeur __0128207140

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Machine Learning and Data Science in the Oil and Gas Industry : Best Practices, Tools, and Case Studies

Patrick Bangert

Edit� par Elsevier Science & Technology, 2021

ISBN 10 : 0128207140 ISBN 13 : 9780128207147

Neuf Taschenbuch

impression � la demande

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value. N� de r�f. du vendeur 9780128207147

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