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Modern Python Cookbook: 133 recipes to develop flawless and expressive programs in Python 3.8
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133 recipes to develop flawless and expressive programs in Python 3.8
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- Complete recipes spread across 15 chapters to help you overcome commonly faced issues by Python for everybody across the globe. Each recipe takes a problem-solution approach to resolve for effective Python.Key FeaturesDevelop expressive and effective Python programsBest practices and common idioms through carefully explained recipesDiscover new ways to apply Python for data-focused developmentMake use of Python's optional type annotationsBook DescriptionPython is the preferred choice of developers, engineers, data scientists, and hobbyists everywhere. It is a great language that can power your applications and provide great speed, safety, and scalability. It can be used for simple scripting or sophisticated web applications. By exposing Python as a series of simple recipes, this book gives you insight into specific language features in a particular context. Having a tangible context helps make the language or a given standard library feature easier to understand.This book comes with 133 recipes on the latest version of Python 3.8. The recipes will benefit everyone, from beginners just starting out with Python to experts. You'll not only learn Python programming concepts but also how to build complex applications.The recipes will touch upon all necessary Python concepts related to data structures, object oriented programming, functional programming, and statistical programming. You will get acquainted with the nuances of Python syntax and how to effectively take advantage of it.By the end of this Python book, you will be equipped with knowledge of testing, web services, configuration, and application integration tips and tricks. You will be armed with the knowledge of how to create applications with flexible logging, powerful configuration, command-line options, automated unit tests, and good documentation.What you will learnSee the intricate details of the Python syntax and how to use it to your advantageImprove your coding with Python readability through functionsManipulate data effectively using built-in data structuresGet acquainted with advanced programming techniques in PythonEquip yourself with functional and statistical programming featuresWrite proper tests to be sure a program works as advertisedIntegrate application software using PythonWho this book is forThe Python book is for web developers, programmers, enterprise programmers, engineers, and big data scientists. If you are a beginner, this book will get you started. If you are experienced, it will expand your knowledge base. A basic knowledge of programming would help.Table of ContentsNumbers, Strings, and TuplesStatements and SyntaxFunction DefinitionsBuilt-In Data Structures Part 1: Lists and SetsBuilt-In Data Structures Part 2: DictionariesUser Inputs and OutputsBasics of Classes and ObjectsMore Advanced Class DesignFunctional Programming FeaturesInput/Output, Physical Format, and Logical LayoutTestingWeb ServicesApplication Integration: ConfigurationApplication Integration: CombinationStatistical Programming and Linear Regression
| Publisher | Packt Publishing |
| Publication date | 31 July 2020 |
| Edition | 2nd edition |
| Language | English |
| Print length | 822 pages |
| ISBN-10 | 180020745X |
| ISBN-13 | 978-1800207455 |
| Item weight | 1.38 kg |
| Dimensions | 19.05 x 4.72 x 23.5 cm |
Who Should Buy?
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Intermediate Developers
This cookbook offers advanced recipes, perfect for those with a basic understanding of Python looking to deepen their skills.
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Coding Enthusiasts
Individuals passionate about Python programming can explore diverse solutions, enhancing their coding techniques and problem-solving approaches.
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Learning Python 3.8
Students and new learners of Python 3.8 will benefit from structured recipes that provide practical coding examples and applications.
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Complete Beginners
Absolute newcomers may find the recipes challenging without foundational knowledge of Python programming concepts and syntax.
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Fitur & Manfaat
- Complete recipes to help you overcome commonly faced issues by Python
- Develop expressive and effective Python programs
- Discover new ways to apply Python for data-focused development
- Learn necessary Python concepts related to data structures, OOP, functional programming, and statistical programming
- Equipped with knowledge of testing, web services, configuration, and application integration tips
- Create applications with flexible logging, powerful configuration, command-line options, automated unit tests, and good documentation
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