Applied Geospatial Data Science with Python Leverage Geospatial Data Analysis and Modeling to Find Unique Solutions to Environmental Problems (Record no. 814440)

MARC details
000 -LEADER
fixed length control field 02210nam a22002657a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240111s2023 |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781803238128
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
ISSN-L 9781803238128
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 910.2855133
Item number JOR
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Jordan, David S.
9 (RLIN) 879205
Relator term author
245 ## - TITLE STATEMENT
Title Applied Geospatial Data Science with Python Leverage Geospatial Data Analysis and Modeling to Find Unique Solutions to Environmental Problems
250 ## - EDITION STATEMENT
Edition statement 1st
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Birmingham :
Name of publisher, distributor, etc. Packt Publishing,
Date of publication, distribution, etc. c2023
300 ## - PHYSICAL DESCRIPTION
Extent xix, 287 p.
Other physical details : ill
500 ## - GENERAL NOTE
General note Printed in Colour
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes Index
520 ## - SUMMARY, ETC.
Summary, etc. SUMMARY<br/><br/>Data scientists, when presented with a myriad of data, can often lose sight of how to present geospatial analyses in a meaningful way so that it makes sense to everyone. Using Python to visualize data helps stakeholders in less technical roles to understand the problem and seek solutions. The goal of this book is to help data scientists and GIS professionals learn and implement geospatial data science workflows using Python. Throughout this book, you’ll uncover numerous geospatial Python libraries with which you can develop end-to-end spatial data science workflows. You’ll learn how to read, process, and manipulate spatial data effectively. With data in hand, you’ll move on to crafting spatial data visualizations to better understand and tell the story of your data through static and dynamic mapping applications. As you progress through the book, you’ll find yourself developing geospatial AI and ML models focused on clustering, regression, and optimization. The use cases can be leveraged as building blocks for more advanced work in a variety of industries. By the end of the book, you’ll be able to tackle random data, find meaningful correlations, and make geospatial data models.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 735322
Topical term or geographic name entry element Geographical Information System
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 844
Topical term or geographic name entry element Data Mining
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Python Computer Program Language
9 (RLIN) 1561
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text TOC
Uniform Resource Identifier <a href="https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781803238128.pdf">https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781803238128.pdf</a>
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text WEB LINK
Uniform Resource Identifier <a href="https://www.packtpub.com/product/applied-geospatial-data-science-with-python/9781803238128">https://www.packtpub.com/product/applied-geospatial-data-science-with-python/9781803238128</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Physical Form Damaged status Not for loan Purchased by Department/Discipline Home library Current library Shelving location Date acquired Source of acquisition Stock Type Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Budget Year Cost, replacement price Accession Date Koha item type
    Dewey Decimal Classification Text, Paperback     Department of Urban and Infrastructure Engineering Circulation Section Circulation Section Circulation Section 13/12/2023 22 Purchased 15964.10   910.2855133 JOR 98505 22/02/2024 2023-2024 15964.09 13/12/2023 Lending Collection