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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
Customer Questions & Answers
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Question:
What is the primary focus of the Modern Python Cookbook?
Answer: The Modern Python Cookbook primarily focuses on helping programmers create flawless and expressive Python applications using Python 3.8. It features 133 recipes that cover a wide range of topics including web development, data manipulation, and concurrency. Each recipe offers practical solutions to common problems, enabling readers to enhance their coding skills and apply advanced techniques in real-world scenarios. -
Question:
Who should read the Modern Python Cookbook?
Answer: This book is ideal for intermediate to advanced Python developers who are looking to deepen their understanding of Python programming. It caters to anyone from web developers seeking to refine their applications to data scientists looking for efficient data processing techniques. The recipes offer concrete examples and challenges that encourage readers to engage with the material actively. -
Question:
Are the recipes in the Modern Python Cookbook suitable for beginners?
Answer: While the Modern Python Cookbook contains valuable insights, it is not primarily designed for beginners. The recipes assume a foundational knowledge of Python and programming concepts. New coders may find it beneficial to first grasp basic Python syntax and principles before diving into the more sophisticated solutions and techniques provided in the cookbook. -
Question:
Can I apply the recipes from the Modern Python Cookbook to real-world projects?
Answer: Absolutely! The recipes in the Modern Python Cookbook are crafted to be applicable in real-world scenarios, making them highly relevant for developers. Each recipe provides practical code snippets that can be seamlessly integrated into your projects. For example, if you're developing a web application, the chapter on web frameworks will present you with hands-on solutions that enhance functionality and performance. -
Question:
What topics are covered in the Modern Python Cookbook?
Answer: The Modern Python Cookbook covers a diverse array of topics including data manipulation, web development frameworks, algorithms, and best practices for writing clean and efficient code. Each recipe delves into specific challenges and teaches you how to leverage the latest features of Python 3.8. This breadth of content ensures that readers with varying interests can find valuable insights and solutions. -
Question:
What are some notable features of this cookbook?
Answer: Notable features of the Modern Python Cookbook include its clear, concise recipes accompanied by in-depth explanations of concepts and code. The book also emphasizes best practices in Python programming, enhancing both code quality and readability. Readers will benefit from tried-and-true techniques that can speed up development cycles and lead to more maintainable codebases. -
Question:
How does the Modern Python Cookbook enhance learning?
Answer: The Modern Python Cookbook promotes an engaging learning experience by presenting real-world examples that reinforce concepts through hands-on practice. Each recipe is structured to provide context and clarify how and why certain approaches are used. This method not only aids in comprehension but also equips readers with the tools needed to tackle similar problems independently. -
Question:
Is there a digital version of the Modern Python Cookbook available?
Answer: Yes, the Modern Python Cookbook is available in both print and digital formats. The digital version is particularly beneficial for readers who prefer interactive elements, such as code execution and modifications, which can enhance their learning experience. It allows for quick searches within the text, enabling users to find relevant recipes and solutions efficiently. -
Question:
What makes the Modern Python Cookbook unique compared to other programming books?
Answer: The Modern Python Cookbook stands out due to its practical, recipe-based approach, focusing specifically on developing high-quality Python applications using Python 3.8. Unlike many theory-heavy programming books, this cookbook provides actionable techniques supported by real-world applications. This hands-on methodology accelerates skill development and fosters a deeper understanding of Python programming. -
Question:
Where can I buy the Modern Python Cookbook in Turks and Caicos?
Answer: You can buy the Modern Python Cookbook: 133 Recipes to Develop Flawless and Expressive Programs in Python 3.8 conveniently from Ubuy. They offer a wide selection of books along with shipping options that suit your preferences, allowing you to start enhancing your Python skills with this essential cookbook.
Structured Design Editorial Review
The "Modern Python Cookbook: 133 Recipes to Develop Flawless and Expressive Programs in Python 3.8, 2nd Edition" receives a generally positive reception from users who appreciate its depth of content and practical approach. Reviewers note that the cookbook format, while unconventional for some, provides invaluable functionality through its various programming "recipes." Users with varying levels of Python experience, from novices to seasoned programmers, have found the material both accessible and insightful. Many have commented on the book's ability to fill knowledge gaps, with numerous examples and explanations complementing the recipes. The inclusion of advanced concepts such as type hints, functional programming, and unit testing stands out as particularly beneficial, aiding readers in implementing best practices and improving coding efficiency. The thorough coverage of often-ignored programming aspects such as testing, statistical programming, and web development also contributes to the book's appeal. The structure of the book allows users to dive into specific topics at their own pace, making it a handy reference guide for more experienced programmers. They appreciate being able to test their own understanding against the recipes and learning new techniques that can expedite their programming tasks. However, some readers highlight that certain sections may be too elementary for them, indicating a mix of basic and advanced content that could lead to some skimming. Still, many agree that this allows newcomers to build a solid foundation while also providing "nuggets" of information that even experienced programmers may find valuable. Overall, the "Modern Python Cookbook" is praised for its combination of educational benefit and practical application, making it an excellent supplemental resource for both beginners and advanced Python programmers. **
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Pros
- Comprehensive coverage of both basic and advanced Python topics
- Offers practical recipes for real-world programming
- Valuable resource for type hints and unit testing
- Clear explanations with useful examples
- Provides external links for further reading and resources
Cons
- Some content may be too basic for advanced users
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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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