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Machine Learning in the Oil and Gas Industry

Machine Learning in the Oil and Gas Industry Apply machine and deep learning to solve some of the challenges in the oil and gas industry. This leads to a survey of some interesting problems, which…

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Machine Learning in the Oil and Gas Industry

Apply machine and deep learning to solve some of the challenges in the oil and gas industry. This leads to a survey of some interesting problems, which are good candidates for applying machine and deep learning approaches. The book begins with a brief discussion of the oil and gas exploration and production life cycle in the context of data flow through the different stages of industry operations.

The authors provide industry examples using open source data sets along with practical explanations of the algorithms, without diving too deep into the theoretical aspects of the algorithms employed. The initial chapters provide a primer on the Python programming language used for implementing the algorithms; this is followed by an overview of supervised and unsupervised machine learning concepts. Machine Learning in the Oil and Gas Industry covers problems encompassing diverse

Machine Learning in the Oil and Gas Industry patrí medzi produkty, ktoré ponúkajú vyvážený pomer kvality a ceny. V hornej časti stránky nájdeš hlavný prehľad, nižšie podrobné vlastnosti a technické parametre.

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