MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03249cam a2200445 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
on1246283594 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
GHU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260605070437.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr |n||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
210416s2021 mau ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780128219300 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0128219300 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780128219294 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0128219297 |
| Qualifying information |
(electronic bk.) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1246283594 |
| Canceled/invalid control number |
(OCoLC)1246142343 |
| -- |
(OCoLC)1249100538 |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
6546221 |
| Source of stock number/acquisition |
Proquest Ebook Central |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
9780128219300 |
| Source of stock number/acquisition |
O'Reilly Media |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
YDX |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
GHU |
| Modifying agency |
GHLIB |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TN871 BEL |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
622.3380285631 |
| Edition information |
23 |
| 100 10 - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Belyadi, Hoss, |
| Relator term |
author. |
| Real World Object URI |
https://id.oclc.org/worldcat/entity/E39PCjrh9dKhH4tMDdWMvwgdwC |
| Authority record control number or standard number |
http://id.loc.gov/authorities/names/no2018029339. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Machine learning guide for oil and gas using Python : |
| Remainder of title |
a step-by-step breakdown with data, algorithms, codes, and applications / |
| Statement of responsibility, etc. |
Hoss Belyadi, Alireza Haghighat. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cambridge, MA : |
| Name of producer, publisher, distributor, manufacturer |
Gulf Professional Publishing, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (xiii, 462 pages) |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent. |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia. |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on online resource; title from digital title page (ProQuest Ebook Central, viewed on September 12, 2024). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Petroleum engineering |
| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural gas |
| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning. |
| Authority record control number or standard number |
http://id.loc.gov/authorities/subjects/sh85079324. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Haghighat, Alireza, |
| Relator term |
author. |
| Real World Object URI |
https://id.oclc.org/worldcat/entity/E39PCjJTDbQVb4YbCyT33Fd9tC |
| Authority record control number or standard number |
http://id.loc.gov/authorities/names/no2015009580. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Main entry heading |
Belyadi, Hoss. |
| Title |
Machine learning guide for oil and gas using Python |
| International Standard Book Number |
0128219297 |
| -- |
9780128219294 |
| Record control number |
(OCoLC)1195448296. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://ezproxy.library.qmul.ac.uk/login?url=https://app.knovel.com/hotlink/toc/id:kpMLGOGUP4/machine-learning-guide?kpromoter=marc">http://ezproxy.library.qmul.ac.uk/login?url=https://app.knovel.com/hotlink/toc/id:kpMLGOGUP4/machine-learning-guide?kpromoter=marc</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
