MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01978nam a2200337 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
19283649 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
(BD-SpBAUS)1 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220923163608.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
220922s2017 enk b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2016041654 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781107154889 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Description conventions |
rda |
| Modifying agency |
DLC |
| -- |
BD-SpBAUS |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
518.1 |
| Edition number |
23 |
| Author mark and year |
MIP 2017 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mitzenmacher, Michael, |
| Dates associated with a name |
1969- |
| Relator term |
author. |
| 9 (RLIN) |
6 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Probability and computing / |
| Statement of responsibility, etc. |
Michael Mitzenmacher and Eli Upfal. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Second edition. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
1704 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cambridge, United Kingdom ; |
| -- |
New York, NY, USA : |
| Name of producer, publisher, distributor, manufacturer |
Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2017] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx pages : |
| Other physical details |
illustartions ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| 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 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Greatly expanded, this new edition requires only an elementary background in discrete mathematics and offers a comprehensive introduction to the role of randomization and probabilistic techniques in modern computer science. Newly added chapters and sections cover topics including normal distributions, sample complexity, VC dimension, Rademacher complexity, power laws and related distributions, cuckoo hashing, and the Lovasz Local Lemma. Material relevant to machine learning and big data analysis enables students to learn modern techniques and applications. Among the many new exercises and examples are programming-related exercises that provide students with excellent training in solving relevant problems. This book provides an indispensable teaching tool to accompany a one- or two-semester course for advanced undergraduate students in computer science and applied mathematics"-- |
| Assigning source |
Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Algorithms. |
| 9 (RLIN) |
7 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Probabilities. |
| 9 (RLIN) |
8 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Stochastic analysis. |
| 9 (RLIN) |
9 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Upfal, Eli, |
| Dates associated with a name |
1954- |
| Relator term |
author. |
| 9 (RLIN) |
10 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
