MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02242cam a22004457i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
21347569 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240820163426.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
191230s2019 caua b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2019304439 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781492041139 |
| Qualifying information |
paperback |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)on1060198620 |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
107490 |
| Source of stock number/acquisition |
TVG |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
YDX |
| Language of cataloging |
eng |
| Transcribing agency |
Muni University Library |
| Description conventions |
rda |
| Modifying agency |
BDX |
| -- |
OCLCQ |
| -- |
BYV |
| -- |
OCP |
| -- |
CLE |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.73.P98 |
| Item number |
G78 2019 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.7565 |
| Edition number |
23 |
| Item number |
GRU |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Grus, Joel |
| Titles and words associated with a name |
(Software engineer), |
| Relator term |
author. |
| 9 (RLIN) |
13129 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data science from scratch : |
| Remainder of title |
first principles with Python / |
| Statement of responsibility, etc. |
Joel Grus. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Second edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Sebastopol, CA : |
| Name of publisher, distributor, etc. |
O'Reilly Media, |
| Date of publication, distribution, etc. |
c2019. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvii, 384 pages : |
| Other physical details |
illustrations ; |
| 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. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Python (Computer program language) |
| 9 (RLIN) |
5808 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Database management. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data structures (Computer science) |
| 9 (RLIN) |
5749 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
3677 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining |
| General subdivision |
Mathematics. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst00887946 |
| 9 (RLIN) |
3677 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data structures (Computer science) |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst00887978 |
| 9 (RLIN) |
5749 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Database management. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst00888037 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Python (Computer program language) |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01084736 |
| 9 (RLIN) |
5808 |
| 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 |
| Koha item type |
Books |
