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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 | July 31, 2020 |
| Edition | 2nd ed. |
| Language | English |
| Print length | 822 pages |
| ISBN-10 | 180020745X |
| ISBN-13 | 978-1800207455 |
| Item Weight | 3.05 pounds (1.38 kg) |
| Dimensions | 7.5 x 1.86 x 9.25 inches (19.1 x 4.7 x 23.5 cm) |
Who Should Buy?
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Intermediate Developers
Ideal for programmers seeking to enhance their Python skills with practical examples and advanced techniques.
-
Python Learners
Beneficial for learners looking for hands-on recipes to reinforce their understanding of Python programming concepts.
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Software Engineers
Great for software engineers needing quick solutions and best practices for efficient Python application development.
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Beginners
Not suitable for absolute beginners without prior programming knowledge, as concepts can be complex and advanced.
Product Description
Product Buying Guide
Modern Python Cookbook is a comprehensive resource that offers 133 recipes to help developers, engineers, data scientists, and hobbyists develop flawless and expressive programs in Python 3.8. This second edition covers best practices, common idioms, and practical solutions to commonly faced issues in Python programming. Whether you are a beginner or an experienced programmer, this book will equip you with the necessary knowledge and skills to build complex applications with ease.
Product Specifications
- Title: Modern Python Cookbook: 133 recipes to develop flawless and expressive programs in Python 3.8, 2nd Edition
- Number of Recipes: 133
- Edition: 2nd ed.
- Language: Python 3.8
Key Features
- Develop expressive and effective Python programs
- Learn best practices and common idioms through carefully explained recipes
- Discover new ways to apply Python for data-focused development
- Make use of Python's optional type annotations
Usage Scenarios
- Web development
- Programming
- Enterprise programming
- Big data science
Some User Review
- I found Modern Python Cookbook to be an excellent resource for improving my Python programming skills. The recipes are well-explained and cover a wide range of topics. Highly recommended!
- As a beginner in Python programming, this book has been a great help. The step-by-step approach and practical examples make it easy to grasp the concepts. Definitely worth it!
- I've been programming in Python for several years, but this book still managed to offer fresh insights and advanced techniques. It's a must-have for any Python developer.
Competitors
- The price of Modern Python Cookbook is competitive compared to similar Python programming books on the market.
- Considering the comprehensive coverage and practical recipes provided, the price is justified and offers great value for money.
Buying Considerations
- Assess your programming level: This book is suitable for both beginners and experienced Python programmers. Consider your current knowledge and goals to determine if this book aligns with your needs.
- Usage scenarios: If you are primarily interested in web development, programming, enterprise programming, or big data science, this book is a valuable resource.
- Learning style: The book follows a problem-solution approach, which may be beneficial for those who prefer hands-on learning and practical examples.
- Future relevance: Note that this book is based on Python 3.8. If you are specifically looking for resources on the latest Python versions, you may want to consider additional references.
- Additional resources: While this book covers a wide range of topics, it can be beneficial to supplement your learning with other Python programming resources tailored to your specific interests or industry.
Conclusion
Modern Python Cookbook is a must-have resource for anyone looking to enhance their Python programming skills. With its comprehensive coverage, practical recipes, and focus on best practices, this book will empower you to develop flawless and expressive programs in Python 3.8. Whether you are a beginner or an experienced programmer, this book is an invaluable asset on your Python learning journey.
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Structured Design Editorial Review
Modern Python Cookbook: 133 recipes to develop flawless and expressive programs in Python 3.8 offers a comprehensive guide for both beginners and experienced programmers. Readers appreciate the depth of information presented in its 800+ pages, particularly the sections on functional programming and type hints, which enhance coding efficiency and knowledge. The book also includes practical recipes on essential topics like testing, statistical programming, and web development. With its clean design and links to external resources, it serves as both a study resource and a reference for daily coding challenges. Many users have found valuable shortcuts and best practices within its pages, making it an ideal companion for Python development.
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Pros
- Comprehensive cookbook structure for practical learning
- Covers essential topics like testing and web development
- Includes modern features like type hints
- External resource links enhance learning
- Tailored for both beginners and experienced coders
Cons
- Some content may be basic for advanced programmers
Product Price History
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Features & Benefits
- 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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