Description: Machine Learning in the Oil and Gas Industry : Including Geosciences, Reservoir Engineering, and Production Engineering With Python, Paperback by Pandey, Yogendra Narayan; Rastogi, Ayush; Kainkaryam, Sribharath; Bhattacharya, Srimoyee; Saputelli, Luigi, ISBN 1484260937, ISBN-13 9781484260937, Brand New, Free shipping in the US
Apply machine and deep learning to solve some of the challenges in the oil and gas industry. Th 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. Machine Learning in the Oil and Gas Industry covers problems encompassing diverse industry topics, including geophysics (seismic interpretation), geological modeling, reservoir engineering, and production engineering.
Throughout th, 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.
What You Will Learn
- Understanding the end-to-end industry life cycle and flow of data in the industrial operations of the oil and gas industry
- Get the basic concepts of computer programming and machine and deep learning required for implementing the algorithms used
- Study interesting industry problems that are good candidates for being solved by machine and deep learning
- Discover the practical considerations and challenges for executing machine and deep learning projects in the oil and gas industry
Who This Book Is For
Professionals 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.
Price: 37.91 USD
Location: Jessup, Maryland
End Time: 2024-11-03T00:26:15.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 14 Days
Refund will be given as: Money Back
Return policy details:
Book Title: Machine Learning in the Oil and Gas Industry : Including Geoscien
Number of Pages: Xx, 300 Pages
Language: English
Publication Name: Machine Learning in the Oil and Gas Industry : Including Geosciences, Reservoir Engineering, and Production Engineering with Python
Publisher: Apress L. P.
Publication Year: 2020
Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, Programming / Open Source, Programming Languages / Python
Type: Textbook
Item Weight: 17.4 Oz
Subject Area: Mathematics, Computers
Item Length: 9.3 in
Author: Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, Luigi Saputelli
Item Width: 6.1 in
Format: Trade Paperback
