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

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

No customer reviews yet ISBN 9780128207147 Gulf Professional Publishing

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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BrandGulf Professional Publishing
Pub dateMar 8, 2021
ISBN-100128207140
ISBN-139780128207147
LanguageEnglish
Dimensions9.02 × 0.65 × 5.98 in
Weight1 lb
Last updated 2026-04-25 07:14
$167.78
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Delivery by Wednesday, September 16, 2026
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