Machine Learning Guide for Oil and Gas Using Python is popular PDF and ePub book, written by Hoss Belyadi in 2021-04-09, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Machine Learning Guide for Oil and Gas Using Python can be Read Online from any device for your convenience.
Machine Learning Guide for Oil and Gas Using Python Book PDF Summary
Machine Learning Guide for Oil and Gas Using Python: A Step-by-Step Breakdown with Data, Algorithms, Codes, and Applications delivers a critical training and resource tool to help engineers understand machine learning theory and practice, specifically referencing use cases in oil and gas. The reference moves from explaining how Python works to step-by-step examples of utilization in various oil and gas scenarios, such as well testing, shale reservoirs and production optimization. Petroleum engineers are quickly applying machine learning techniques to their data challenges, but there is a lack of references beyond the math or heavy theory of machine learning. Machine Learning Guide for Oil and Gas Using Python details the open-source tool Python by explaining how it works at an introductory level then bridging into how to apply the algorithms into different oil and gas scenarios. While similar resources are often too mathematical, this book balances theory with applications, including use cases that help solve different oil and gas data challenges. Helps readers understand how open-source Python can be utilized in practical oil and gas challenges Covers the most commonly used algorithms for both supervised and unsupervised learning Presents a balanced approach of both theory and practicality while progressing from introductory to advanced analytical techniques
Detail Book of Machine Learning Guide for Oil and Gas Using Python PDF
- Author : Hoss Belyadi
- Release : 09 April 2021
- Publisher : Gulf Professional Publishing
- ISBN : 9780128219300
- Genre : Science
- Total Page : 478 pages
- Language : English
- PDF File Size : 13,6 Mb
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