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