MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03219cam a22003618i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
22930157 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240712105731.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230114s2023 flu b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2022057798 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032258737 (pb) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032258713 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
9781003285816 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.73.P98 |
| Item number |
L96 2023 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.133 LXN/Pyt |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Lynch, Stephen, |
| Dates associated with a name |
1964- |
| Relator term |
author. |
| 9 (RLIN) |
5548 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Python for scientific computation and artificial intelligence / |
| Statement of responsibility, etc |
Stephen Lynch. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Boca raton: |
| Name of publisher, distributor, etc |
CRC Press, |
| Date of publication, distribution, etc |
2023. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
2304 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx,313p.; |
| Dimensions |
25*18 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Chapman & Hall/CRC the Python series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
The idle integrated development learning environment -- Anaconda, Spyder and the Libraries Numpy, Matplotlib and Sympy -- Jupyter Notebooks and Google Colab -- Python for AS-level (high school) mathematics -- Python for A-level (high school) mathematics -- Biology -- Chemistry -- Data science -- Economics -- Engineering -- Fractals and multifractals -- Image processing -- Numerical methods for ordinary and partial differential equations -- Physics -- Statistics -- Brain inspired computing -- Neural networks and neurodynamics -- Tensorflow and keras -- Recurrent neural networks -- Convolutional neural networks, tensorboard, and further reading -- Answers and hints to exercises. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"Python for Scientific Computation and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI). This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling. Features: No prior experience of programming is required. Online GitHub repository available with codes for readers to practice. Covers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computing. Full solutions to exercises are available as Jupyter notebooks on the Web"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Python (Computer program language) |
| 9 (RLIN) |
5549 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Science |
| General subdivision |
Data processing. |
| 9 (RLIN) |
5550 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Artificial intelligence. |
| 9 (RLIN) |
1482 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Online version: |
| Main entry heading |
Lynch, Stephen, 1964- |
| Title |
Python for scientific computation and artificial intelligence. |
| Edition |
First edition |
| Place, publisher, and date of publication |
Boca Raton : C&H/CRC Press, 2023 |
| International Standard Book Number |
9781003285816 |
| Record control number |
(DLC) 2022057799 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 955 ## - COPY-LEVEL INFORMATION (RLIN) |
|---|
| Book number/undivided call number, CCAL (RLIN) |
ti91 2023-01-14 |
| Copy status, CST (RLIN) |
ti97 2023-01-23 |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) |
|---|
| Koha normalized classification for sorting |
005_133000000000000_LXN_PYT |
| Koha itemnumber |
192044 |
