{"product_id":"machine-learning-in-the-oil-and-gas-industry-including-geosciences-reservoir-engineering-and-production-engineering-with-python-9781484260937","title":"Machine Learning in the Oil and Gas Industry: Including Geosciences, Reservoir Engineering, and Production Engineering with Python","description":"\u003cp\u003eApply machine and deep learning to solve some of the challenges in the oil and gas industry. 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. This leads to a survey of some interesting problems, which are good candidates for applying machine and deep learning approaches. 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. 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. \u003ci\u003eMachine Learning in the Oil and Gas Industry\u003c\/i\u003e covers problems encompassing diverse industry topics, including geophysics (seismic interpretation), geological modeling, reservoir engineering, and production engineering. \u003c\/p\u003e \u003cp\u003eThroughout the book, the emphasis is on providing a practical approach with step-by-step explanations and code examples for implementing machine and deep learning algorithms for solving real-life problems in the oil and gas industry.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eUnderstanding the end-to-end industry life cycle and flow of data in the industrial operations of the oil and gas industry\u003c\/li\u003e \u003cli\u003eGet the basic concepts of computer programming and machine and deep learning required for implementing the algorithms used\u003c\/li\u003e \u003cli\u003eStudy interesting industry problems that are good candidates for being solved by machine and deep learning\u003c\/li\u003e \u003cli\u003eDiscover the practical considerations and challenges for executing machine and deep learning projects in the oil and gas industry\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cb\u003eWho This Book Is For \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eProfessionals in the oil and gas industry who can benefit from a practical understanding of the machine and deep learning approach to solving real-life problems. \u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/03\/2020\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484260937\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 300\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.67d","brand":"Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam","offers":[{"title":"Default Title","offer_id":38026358915253,"sku":"9781484260937","price":38.24,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_0ed3184f-75f5-49cc-bfea-f71ae0d7789d.jpg?v=1609190226","url":"https:\/\/pastforward.org\/products\/machine-learning-in-the-oil-and-gas-industry-including-geosciences-reservoir-engineering-and-production-engineering-with-python-9781484260937","provider":"Past Forward","version":"1.0","type":"link"}