MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03953cam a22005895i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
21817354 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230302152221.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m |o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
181224s2019 xxu|||| o |||| 0|eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2019763095 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781484242469 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-1-4842-4246-9 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(DE-He213)978-1-4842-4246-9 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
pn |
| -- |
rda |
| Transcribing agency |
DLC |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
COM051360 |
| Source |
bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UMX |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UMX |
| Source |
thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.133 |
| Edition number |
23 |
| Item number |
JOH |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Johansson, Robert, |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Numerical Python : |
| Remainder of title |
Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib / |
| Statement of responsibility, etc. |
by Robert Johansson. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed. 2019. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Name of publisher, distributor, etc. |
Apress, |
| Date of publication, distribution, etc. |
2023. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Page number |
xxiii, 700 pages : |
| Other physical details |
168 illustrations, 63 illustrations, |
| Dimensions |
24 cm. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Title |
1. Introduction to Computing with Python -- |
| -- |
2. Vectors, Matrices and Multidimensional Arrays -- |
| -- |
3. Symbolic Computing -- |
| -- |
4. Plotting and Visualization -- |
| -- |
5. Equation Solving -- |
| -- |
6. Optimization -- |
| -- |
7. Interpolation -- |
| -- |
8. Integration -- |
| -- |
9. Ordinary Differential Equations -- |
| -- |
10. Sparse Matrices and Graphs -- |
| -- |
11. Partial Differential Equations -- |
| -- |
12. Data Processing and Analysis -- |
| -- |
13. Statistics -- |
| -- |
14. Statistical Modeling -- |
| -- |
15. Machine Learning -- |
| -- |
16. Bayesian Statistics -- |
| -- |
17. Signal and Image Processing -- |
| -- |
18. Data Input and Output -- |
| -- |
19. Code Optimization. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solutions and mathematically model applications in big data, cloud computing, financial engineering, business management and more. Numerical Python, Second Edition, presents many brand-new case study examples of applications in data science and statistics using Python, along with extensions to many previous examples. Each of these demonstrates the power of Python for rapid development and exploratory computing due to its simple and high-level syntax and multiple options for data analysis. After reading this book, readers will be familiar with many computing techniques including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling and machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer software. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Python (Computer program language). |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Python. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Big Data. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematical Software. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Relator term |
author. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Berkeley, CA : |
| Name of producer, publisher, distributor, manufacturer |
Apress : |
| -- |
Imprint: Apress, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2019. |
| 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 |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Encoding format |
PDF |
| Source |
rda |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on publisher-supplied MARC data. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Authority record control number or standard number |
https://scigraph.springernature.com/ontologies/product-market-codes/I29080 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Authority record control number or standard number |
https://scigraph.springernature.com/ontologies/product-market-codes/I21000 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Authority record control number or standard number |
https://scigraph.springernature.com/ontologies/product-market-codes/I29120 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Authority record control number or standard number |
https://scigraph.springernature.com/ontologies/product-market-codes/M14042 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Title |
Numerical Python |
| International Standard Book Number |
9781484242452 |
| Record control number |
(DLC) 2018966798 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9781484242452 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9781484242476 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9781484246481 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
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| a |
0 |
| b |
ibc |
| c |
origres |
| d |
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| e |
ncip |
| f |
20 |
| g |
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| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) |
|---|
| -- |
5811 |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) |
|---|
| -- |
5812 |
