Detalles MARC
| 000 -LEADER |
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| fixed length control field |
02037nam a2200289 4500 |
| 001 - CONTROL NUMBER |
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| control field |
00000000000000003599 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DO-SdBDB |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230312181325.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190606s20172017ca a fr 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781491962299 |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 043 ## - GEOGRAPHIC AREA CODE |
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| Geographic area code |
n-us-ca |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
Q 325 .5 |
| Item number |
.G47 2017 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Géron, Aurélien. |
| 245 ## - TITLE STATEMENT |
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| Title |
Hands-on machine learning with scikit-learn and TensorFlow : |
| Remainder of title |
concepts, tools and techniques to build intelligent systems / |
| Statement of responsibility, etc. |
Aurélien Géron ; editor Nicole Tache ; interior designer David Futato ; cover designer Randy Comer ; illustrator Rebeca Demarest. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First editions. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Beijing ; |
| -- |
Boston : |
| Name of publisher, distributor, etc. |
O'Reilly Media, |
| Date of publication, distribution, etc. |
2017. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx, 551 páginas : |
| Other physical details |
ilustraciones, gráficas, tablas a blanco y negro ; |
| Dimensions |
23 cm. |
| 500 ## - GENERAL NOTE |
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| General note |
Material de apoyo del Departamento de Sistemas y Tecnología. |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Preface, xiii -- |
| Title |
Part I. The fundamentals of machine learning -- |
| -- |
1. The machine learning landscape, 3 -- |
| -- |
2. End-to-end machine learning project, 33 -- |
| -- |
3. Classification, 81 -- |
| -- |
4. Training models, 107 -- |
| -- |
5. Support vector machines, 147 -- |
| -- |
6. Decision trees, 169 -- |
| -- |
7. Ensemble learning and Random Forests, 183 -- |
| -- |
8. Dimensionality reduction, 207 -- |
| -- |
Part II. Neural networks and deep learning, 231 -- |
| -- |
10. Introduction to artificial neural networks, 257 -- |
| -- |
11. Training deep neural nets, 279 -- |
| -- |
12. Distributing TensorFklow across devices and servers, 319 -- |
| -- |
13. Convolutional neural networks, 361 -- |
| -- |
14. Recurrent neural networks, 387 -- |
| -- |
15. Autoencoders, 421 -- |
| -- |
16. Reinforcement learning, 447 -- |
| -- |
A. Exercise solutions, 481 -- |
| -- |
B. Machine learning project checklist, 507 -- |
| -- |
C. SVM Dual problem, 513 -- |
| -- |
D. Autodiff, 517 -- |
| -- |
E. Other popular ann architectures, 525 -- |
| -- |
Index, 535. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Inteligencia artificial. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Tache, Nicole., |
| Relator term |
editor. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Futato, David., |
| Relator term |
interior designer. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Comer, Randy., |
| Relator term |
cover designer. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Demarest, Rebecca, |
| Relator term |
illustrator. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Monografía - Colección General |
