Machine Learning and Data Science in the Oil and Gas Industry - 9780128207147

Machine Learning and Data Science in the Oil and Gas Industry\n\nBest Practices, Tools, and Case Studies\n\nHelps readers understand the terminology, technology and skills needed to apply machine learning to oil and gas operations\n\nPatrick Bangert (Edited by)\n\n9780128207147, Elsevier Science\n\nPaperback / softback, published 8 March 2021\n\n306 pages\n22.9 x 15.2 x 2 cm, 0.57 kg\n\nMachine 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 foreca]