Overview
- Covers a wide range of graphic related topics including computer art, graphical user interfaces, and games
- Presents in detail, concurrency and parallelism in Python including AsyncIO and reactive programming
- Includes a new section on data analytics and machine learning using Pandas and SciKitLearn
Part of the book series: Undergraduate Topics in Computer Science (UTICS)
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About this book
Advanced Guide to Python 3 Programming 2nd Edition delves deeply into a host of subjects that you need to understand if you are to develop sophisticated real-world programs. Each topic is preceded by an introduction followed by more advanced topics, along with numerous examples, that take you to an advanced level.
This second edition has been significantly updated with two new sections on advanced Python language concepts and data analytics and machine learning. The GUI chapters have been rewritten to use the Tkinter UI library and a chapter on performance monitoring and profiling has been added. In total there are 18 new chapters, and all remaining chapters have been updated for the latest version of Python as well as for any of the libraries they use.
There are eleven sections within the book covering Python Language Concepts, Computer Graphics (including GUIs), Games, Testing, File Input and Output, Databases Access, Logging, Concurrency andParallelism, Reactive Programming, Networking and Data Analytics. Each section is self-contained and can either be read on its own or as part of the book as a whole. It is aimed at those who have learnt the basics of the Python 3 language but wish to delve deeper into Python’s eco system of additional libraries and modules.
Keywords
Table of contents (57 chapters)
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Front Matter
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Computer Graphics and GUIs
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Front Matter
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Authors and Affiliations
About the author
Bibliographic Information
Book Title: Advanced Guide to Python 3 Programming
Authors: John Hunt
Series Title: Undergraduate Topics in Computer Science
DOI: https://doi.org/10.1007/978-3-031-40336-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-40335-4Published: 02 October 2023
eBook ISBN: 978-3-031-40336-1Published: 01 October 2023
Series ISSN: 1863-7310
Series E-ISSN: 2197-1781
Edition Number: 2
Number of Pages: XXX, 658
Number of Illustrations: 27 b/w illustrations, 178 illustrations in colour
Topics: Programming Languages, Compilers, Interpreters, Python, Database Management