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Machine Learning and Data Science in the Oil and Gas Industry - Best Practices, Tools, and Case Studies (Paperback)
Loot Price: R3,055
Discovery Miles 30 550
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Machine Learning and Data Science in the Oil and Gas Industry - Best Practices, Tools, and Case Studies (Paperback)
Expected to ship within 12 - 19 working days
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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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