MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02630cam a22004455i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
23308300 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240902163135.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230906t20222023caua b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2023279186 |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| National bibliography number |
GBC2K0552 |
| Source |
bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
|---|
| Record control number |
020801382 |
| Source |
Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781492098058 |
| Qualifying information |
paperback |
|
|---|
| International Standard Book Number |
1492098051 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)on1350635862 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
UKMGB |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
UKMGB |
| Modifying agency |
OCLCF |
| -- |
IUL |
| -- |
JRZ |
| -- |
OCL |
| -- |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.31 PRO |
| Edition number |
23 |
| Item number |
24733 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Prosise, Jeff, |
| Relator term |
author. |
| Real World Object URI |
https://isni.org/isni/0000000037775329 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Applied machine learning and AI for engineers : |
| Remainder of title |
solve business problems that can't be solved algorithmically / |
| Statement of responsibility, etc. |
Jeff Prosise ; foreword by Adam Prosise. |
| 246 3# - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
Applied machine learning and artificial intelligence for engineers |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Sebastopol, CA : |
| Name of producer, publisher, distributor, manufacturer |
O'Reilly Media, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2022. |
|
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx, 400 pages : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Part 1. Machine learning with Schikit-learn. Machine learning -- Regression models -- Classification models -- Text classification -- Support vector machines -- Principal component analysis -- Operationalizing machine learning models -- Part 2. Deep learning with Keras and TensorFlow. Deep learning -- Neural networks -- Image classification with convolutional neural networks -- Face detection and recognition -- Object detection -- Natural language processing -- Azure cognitive services. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment, or predict early failures in rotating machinery? This practical book teaches you the skills necessary to put AI and machine learning to work at your company. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning. |
|
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
|
|---|
| Topical term or geographic name entry element |
Artificial intelligence |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst00817247 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01004795 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Prosise, Adam, |
| Relator term |
writer of foreword. |
| 852 ## - LOCATION |
|---|
| Accession No. |
10004000024733 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
0 |
| b |
ibc |
| c |
copycat |
| d |
2 |
| e |
ncip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
