MARC details
| 000 -LEADER |
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04676cam a2200517 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
1444158265 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
JO-AjAnu |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250308112532.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cnu|||unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
240709s2024 nyua o 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9798868803475 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Canceled/invalid ISBN |
9798868803475 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/979-8-8688-0348-2 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)1444158265 |
| 037 ## - SOURCE OF ACQUISITION |
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| Stock number |
9798868803482 |
| Source of stock number/acquisition |
O'Reilly Media |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
ORMDA |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
ORMDA |
| Modifying agency |
GW5XE |
| -- |
OCLCO |
| -- |
EBLCP |
| -- |
OCLCQ |
| -- |
YDX |
| -- |
JO-AjAnu |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA76.73.M29 |
| Item number |
V55 2024 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
UMX |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
COM051010 |
| Source |
bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
UMX |
| Source |
thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
510.285/536 |
| Edition number |
23/eng/20240710 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Villalobos Alva, Jalil, |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Beginning Mathematical and Wolfram for data science : |
| Remainder of title |
applications in data analysis, machine learning, and neural networks / |
| Statement of responsibility, etc. |
Jalil Villalobos Alva |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
New York, NY : |
| Name of producer, publisher, distributor, manufacturer |
Apress, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2024] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (xxiii, 462 pages) : |
| Other physical details |
chiefly illustrations |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 340 ## - PHYSICAL MEDIUM |
|---|
| Color content |
polychrome |
| Source |
rdacc |
| Authority record control number or standard number |
http://rdaregistry.info/termList/RDAColourContent/1003 |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes index |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction to Mathematica -- 2. Data Manipulation -- 3. Working with Data and Datasets -- 4. Import and Export -- 5. Data Visualization -- 6. Statistical Data Analysis -- 7. Data Exploration -- 8. Machine Learning with the Wolfram Language -- 9. Neural Networks with the Wolfram Language -- 10. Neural Network Framework |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Available to OhioLINK libraries |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Enhance your data science programming and analysis with the Wolfram programming language and Mathematica, an applied mathematical tools suite. This second edition introduces the latest LLM Wolfram capabilities, delves into the exploration of data types in Mathematica, covers key programming concepts, and includes code performance and debugging techniques for code optimization. You'll gain a deeper understanding of data science from a theoretical and practical perspective using Mathematica and the Wolfram Language. Learning this language makes your data science code better because it is very intuitive and comes with pre-existing functions that can provide a welcoming experience for those who use other programming languages. Existing topics have been reorganized for better context and to accommodate the introduction of Notebook styles. The book also incorporates new functionalities in code versions 13 and 14 for imported and exported data. You'll see how to use Mathematica, where data management and mathematical computations are needed. Along the way, you'll appreciate how Mathematica provides an entirely integrated platform: its symbolic and numerical calculation result in a mized syntax, allowing it to carry out various processes without superfluous lines of code. You'll learn to use its notebooks as a standard format, which also serves to create detailed reports of the processes carried out. What You Will Learn Create datasets, work with data frames, and create tables Import, export, analyze, and visualize data Work with the Wolfram data repository Build reports on the analysis Use Mathematica for machine learning, with different algorithms, including linear, multiple, and logistic regression; decision trees; and data clustering Who This Book Is For Data scientists who are new to using Wolfram and Mathematica as a programming language or tool. Programmers should have some prior programming experience, but can be new to the Wolfram language |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematica (Computer program language) |
| Authority record control number or standard number |
https://id.loc.gov/authorities/subjects/sh93005423 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Wolfram language (Computer program language) |
| Authority record control number or standard number |
https://id.loc.gov/authorities/subjects/sh2015002436 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematics |
| General subdivision |
Data processing. |
| Authority record control number or standard number |
https://id.loc.gov/authorities/subjects/sh85082146 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| Authority record control number or standard number |
https://id.loc.gov/authorities/subjects/sh85008180 |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
Ohio Library and Information Network. |
| Authority record control number or standard number |
https://id.loc.gov/authorities/names/no95058981 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
OhioLINK |
| Public note |
Connect to resource |
| Uniform Resource Identifier |
<a href="https://rave.ohiolink.edu/ebooks/ebc2/9798868803482">https://rave.ohiolink.edu/ebooks/ebc2/9798868803482</a> |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
SpringerLink |
| Public note |
Connect to resource |
| Uniform Resource Identifier |
<a href="https://link.springer.com/10.1007/979-8-8688-0348-2">https://link.springer.com/10.1007/979-8-8688-0348-2</a> |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
SpringerLink |
| Public note |
Connect to resource (off-campus) |
| Uniform Resource Identifier |
<a href="https://go.ohiolink.edu/goto?url=https://link.springer.com/10.1007/979-8-8688-0348-2">https://go.ohiolink.edu/goto?url=https://link.springer.com/10.1007/979-8-8688-0348-2</a> |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
O'Reilly |
| Public note |
Connect to resource |
| Uniform Resource Identifier |
<a href="https://learning.oreilly.com/library/view/~/9798868803482/?ar">https://learning.oreilly.com/library/view/~/9798868803482/?ar</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |