Machine Learning and Data Science in the Oil and Gas Industry

Best Practices, Tools, and Case Studies

Patrick Bangert
Elsevier S&T
306 pages
ISBN: 978-0128207147
March 2021

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. 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.