Detalhes MARC
| 000 -LEADER |
|---|
| fixed length control field |
03459cam a2200529 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| Campo de controle |
BR-SpNIC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| Campo de controle |
20240807184051.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| Campo de controle fixo |
240720t20232023cc a b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| Número de controle da LC |
2023549175 |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| Número da bibliografia nacional |
GBC2G2773 |
| Fonte |
bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
|---|
| Número de controle do registro |
020744694 |
| Fonte |
Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| ISBN |
9781098125974 |
| Termos de avaliação |
(paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| ISBN |
1098125975 |
| Termos de avaliação |
(paperback) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| Número de controle do sistema |
(OCoLC)on1346503549 |
| 040 ## - CATALOGING SOURCE |
|---|
| Código da agência catalogadora |
UKMGB |
| Idioma da catalogação |
eng |
| Fontes convencionais de descrições de dados |
rda |
| Agência que transcreveu o registro em formato legível por máquina |
UKMGB |
| Agência que alterou o registro |
YDX |
| -- |
OCLCF |
| -- |
TOH |
| -- |
VNVGU |
| -- |
VP@ |
| -- |
OCLCO |
| -- |
KMS |
| -- |
ORZ |
| -- |
CDX |
| -- |
OCLCQ |
| -- |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Código de autenticação |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.73.P98 |
| Item number |
G45 2023 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Número da Classificação |
006.31 |
| Número da edição |
23 |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| CDD |
006.31 |
| Cutter |
G377h |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Nome pessoal |
Géron, Aurélien, |
| Termo de relação |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Título principal |
Hands-on machine learning with Scikit-Learn, Keras and TensorFlow : |
| Subtítulo |
concepts, tools, and techniques to build intelligent systems / |
| Indicação de responsabilidade |
Aurélien Géron. |
| 250 ## - EDITION STATEMENT |
|---|
| Edição |
Third edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Beijing : |
| Name of producer, publisher, distributor, manufacturer |
O'Reilly Media, Inc., |
| Date of production, publication, distribution, manufacture, or copyright notice |
2023. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extensão |
xxv, 834 pages : |
| Detalhes físicos adicionais |
illustrations (chiefly color) ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
still image |
| Content type code |
sti |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
|---|
| Nota geral |
Previous editions: 2019, 2017. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Nota de conteúdo |
The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; Support vector machines ; Decision trees ; Ensemble learning and random forests ; Dimensionality reduction ; Unsupervised learning techniques -- Neural networks and deep learning. Introduction to artificial neural networks with Keras ; Training deep neural networks ; Custom models and training with TensorFlow ; Loading and preprocessing data with TensorFlow ; Deep computer vision using convolutional neural networks ; Processing sequences using RNNs and CNNs ; Natural language processing with RNNs and attention ; Autoencoders, GANs, and diffusion models ; Reinforcement learning ; Training and deploying TensorFlow models at scale. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started"-- |
| Assigning source |
Page 4 of cover. |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
TensorFlow. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Python (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Artificial intelligence. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Apprentissage automatique. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Python (Langage de programmation) |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Intelligence artificielle. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
artificial intelligence. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Artificial intelligence |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Machine learning |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Cabeçalho tópico ou nome geográfico |
Python (Computer program language) |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| 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 |
| Tipo de material |
Livro |
| Call number prefix |
006.31 |
| Call number suffix |
G377h |
