Modern Python Cookbook

Book Description

Key Features

• Develop succinct, expressive programs in Python
• Learn the best practices and common idioms through carefully explained and structured recipes
• Discover new ways to apply Python for the new age of development

Book Description

Python is the preferred choice of developers, engineers, data scientists, and hobbyists everywhere. It is a great scripting language that can power your applications and provide great speed, safety, and scalability. By exposing Python as a series of simple recipes, you can gain insight into specific language features in a particular context. Having a tangible context helps make the language or standard library feature easier to understand.

This book comes with over 100 recipes on the latest version of Python. The recipes will benefit everyone ranging from beginner to an expert. The book is broken down into 13 chapters that build from simple language concepts to more complex applications of the language.

The recipes will touch upon all the necessary Python concepts related to data structures, OOP, functional programming, as well as statistical programming. You will get acquainted with the nuances of Python syntax and how to effectively use the advantages that it offers. You will end the book equipped with the knowledge of testing, web services, and configuration and application integration tips and tricks.

The recipes take a problem-solution approach to resolve issues commonly faced by Python programmers across the globe. You will be armed with the knowledge of creating applications with flexible logging, powerful configuration, and command-line options, automated unit tests, and good documentation.

What you will learn

• See the intricate details of the Python syntax and how to use it to your advantage
• Improve your code readability through functions in Python
• Manipulate data effectively using built-in data structures
• Get acquainted with advanced programming techniques in Python
• Equip yourself with functional and statistical programming features
• Write proper tests to be sure a program works as advertised
• Integrate application software using Python

Table of Contents

Chapter 1. Numbers, Strings, and Tuples
Chapter 2. Statements and Syntax
Chapter 3. Function Definitions
Chapter 4. Built-in Data Structures – list, set, dict
Chapter 5. User Inputs and Outputs
Chapter 6. Basics of Classes and Objects
Chapter 7. More Advanced Class Design
Chapter 8. Functional and Reactive Programming Features
Chapter 9. Input/Output, Physical Format, and Logical Layout
Chapter 10. Statistical Programming and Linear Regression
Chapter 11. Testing
Chapter 12. Web Services
Chapter 13. Application Integration

中文：

书名：Modern Python Cookbook

Key Features

• 用Python语言开发简洁、富有表现力的程序
• 通过仔细解释和组织的食谱学习最佳实践和常见习惯用法
• 探索在新的开发时代应用Python的新方法

Book Description

Python是各地开发人员、工程师、数据科学家和业余爱好者的首选。它是一种很棒的脚本语言，可以支持您的应用程序，并提供极高的速度、安全性和可伸缩性。通过将Python公开为一系列简单的食谱，您可以深入了解特定上下文中的特定语言特性。拥有有形的上下文有助于使语言或标准库功能更容易理解。

这本书附带了100多个关于最新版本的Python的食谱。这些食谱将使从初学者到专家的每个人都受益。这本书分为13章，从简单的语言概念到更复杂的语言应用。

食谱将涉及与数据结构、面向对象编程、函数式编程以及统计编程相关的所有必要的Python概念。您将熟悉Python语法的细微差别，以及如何有效地利用它提供的优势。在本书结束时，您将掌握测试、Web服务以及配置和应用程序集成技巧和技巧的知识。

这些食谱采用问题解决的方法来解决全球各地的Python程序员共同面临的问题。您将掌握创建应用程序的知识，这些应用程序具有灵活的日志记录、强大的配置和命令行选项、自动化的单元测试以及良好的文档。

What you will learn

• 了解有关Python语法的复杂细节以及如何将其用于您的优势
• Improve your code readability through functions in Python
• Manipulate data effectively using built-in data structures
• 熟悉Python中的高级编程技术
• 让自己具备函数式和统计编程功能
• Write proper tests to be sure a program works as advertised
• 使用Python集成应用软件

Table of Contents

第1章.数字、字符串和元组
第2章.语句和语法
第3章.函数定义
Chapter 4. Built-in Data Structures – list, set, dict
第5章.用户输入和输出
第6章.类和对象的基础知识
Chapter 7. More Advanced Class Design
第8章.函数式和反应式编程功能
第9章.输入/输出、物理格式和逻辑布局
Chapter 10. Statistical Programming and Linear Regression
Chapter 11. Testing
第12章.Web服务
第13章：应用程序集成