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AI Artificial Intelligence Development Basics: Python Advanced

As a high-level, general-purpose interpreted programming language, Python is widely used in the field of artificial intelligence, including machine learning, deep learning, natural language processing, and computer vision, with its concise syntax and easy-to-learn features. Therefore, before starting artificial intelligence development, it is essential to build a solid Python foundation. This collection of articles collects and organizes Python advanced learning resources, including some classic books, covering knowledge such as file operations and exception handling, stacks and queues, iterators and generators, processes and threads, programming techniques, and sample codes. I hope it will be helpful to everyone.

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AI Artificial Intelligence Development Basics: Python Advanced Document List

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Python Cookbook (3rd Edition) Chinese Edition: Points it Requires : 1 Type:Technical DocumentationUploader:太白金星Date:2021-05-30; Introduction:\"Python Cookbook (3rd Edition) Chinese Edition\" introduces some usage skills and methods of Python applications in various fields. Its topics cover data structures and algorithms, strings and text, numbers, dates and times, iterators and generators, files and I/O, data encoding and processing, functions, classes and objects, metaprogramming, modules and packages, network and Web programming, concurrency, practical scripts and system management, testing, debugging and exceptions, C language extensions, etc. This book covers many common problems in Python applications and proposes general solutions. The book contains a large number of practical programming skills and sample codes, and has been tested in the Python 3.3 environment, which can be easily applied to actual projects. In addition, \"Python Cookbook (3rd Edition) Chinese Edition\" also explains in detail how the solution works and why it works. \"Python Cookbook (3rd Edition) Chinese Edition\" is very suitable for Python programmers with a certain programming foundation to read and refer to.

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Python Standard Library Chinese Version.pdf: Points it Requires : 1 Type:Technical DocumentationUploader:sinceyouloveDate:2019-05-27; Introduction:Python standard library Chinese version

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Think like a computer scientist with Python: Points it Requires : 1 Type:Application DocumentsUploader:nishisbDate:2019-12-09; Introduction:Think like a computer scientist with Python

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Python programming practice uses design patterns, concurrency and program libraries to create high-quality programs.pdf: Points it Requires : 1 Type:Technical DocumentationUploader:lcofjpDate:2018-04-01; Introduction:Python Programming Practice: Using Design Patterns, Concurrency, and Program Libraries to Create High-Quality Programs.pdf Scanned version \"Python Programming Practice: Using Design Patterns, Concurrency, and Program Libraries to Create High-Quality Programs\" was written by Mark Summerfield, a well-known technical expert in the Python developer community, and is highly recommended by Doug Hellmann, a senior Python expert in the world. It is one of the most influential books in the Python field. Through a large number of practical example codes and three complete case studies, the book comprehensively and systematically explains how to use design patterns to plan code structure, how to improve code execution speed through concurrency and Cython and other technologies, and how to use various Python program libraries to quickly develop specific applications and games. \"Practical Python Programming: Using Design Patterns, Concurrency, and Program Libraries to Create High-Quality Programs\" has a total of 8 chapters: Chapters 1 to 3 introduce several Python design patterns (creational design patterns, structural design patterns, and behavioral design patterns); Chapters 4 and 5 explain in detail Python\'s advanced concurrency techniques and the use of Cython; Chapter 6 specifically introduces Python\'s advanced network programming; Chapter 7 explains how to use Tkinter to develop graphical user interfaces; Chapter 8 explains how to use OpenGL to draw 3D graphics.

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Data Structures and Algorithms in Python: Points it Requires : 1 Type:Technical DocumentationUploader:dcexpertDate:2022-08-05; Introduction:Data Structures and Algorithms in Python

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Python Object-Oriented Programming Guide.pdf: Points it Requires : 2 Type:Technical DocumentationUploader:lcofjpDate:2018-05-19; Introduction:Python is an object-oriented, interpreted programming language that has been successfully applied to many fields such as scientific computing, data analysis, and game development. This book introduces the object-oriented features of Python in depth. The book is divided into 3 parts with 18 chapters. Part 1 describes the implementation of Python-style classes with special methods, including the __init__() method, seamless integration with Python-basic special methods, attribute access and characteristics and modifiers, consistency of abstract base class design, use of callable objects and contexts, creation of containers and collections, creation of numeric types, decorators and mixins-crosscutting aspects; Part 2 describes persistence and serialization, including serialization and preservation, saving and retrieving objects with Shelve, saving and retrieving objects with SQLite, transmission and sharing of objects, configuration files and persistence; Part 3 describes testing, debugging, deployment and maintenance, including the Logging and Warning modules, design for testability, using the command line, design of modules and packages, quality and documentation. This book deeply analyzes Python to help readers fully master Python and build better applications. It is very suitable for readers who have a certain understanding of Python and want to learn Python in depth, and also for IT practitioners who have certain development experience and want to try programming in Python.

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Python Regular Expressions - A Simple Introduction: Points it Requires : 1 Type:Application DocumentsUploader:太白金星Date:2021-05-30; Introduction:Python Regular Expressions - A Simple Introduction

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Data structure and algorithm Python language description_Qiu Zongyan: Points it Requires : 1 Type:Technical DocumentationUploader:太白金星Date:2021-05-30; Introduction:This book introduces the basic knowledge of data structure and algorithm based on Python language. The main contents include abstract data types and Python object-oriented programming, linear lists, strings, stacks and queues, binary trees and trees, sets, sorting and basic knowledge of algorithms. This book continues the idea of problem solving, organizes teaching content from the goal of problem solving, and focuses on the combination of theory and practice.

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Python® Notes for Professionals book: Points it Requires : 1 Type:Technical DocumentationUploader:dcexpertDate:2022-09-01; Introduction:Free eBook \"Python® Notes for Professionals book\"

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Python Programming Classic: Points it Requires : 1 Type:Technical DocumentationUploader:太白金星Date:2021-05-30; Introduction:As an object-oriented open source programming language, Python is easy to understand and extend, and it is very convenient to use. \"Python Programming for Beginners\" covers all aspects of Python. By studying this book, readers can immediately use Python to write programs. Author James Payne starts with the most basic concepts of the Python language and focuses on the practical application of Python 2.6 and 3.1. Through in-depth analysis of some existing Python programs, readers can quickly get started. \"Python Programming for Beginners\" covers topics from strings, lists, and dictionaries to classes, objects, and modules. After mastering these contents, readers will learn how to quickly and confidently create robust, reliable, and reusable Python applications. Main content ◆Introduce the concept of variables for storing and manipulating data ◆Discuss files and input/output for reading and writing data ◆Summarize commonly overlooked Python functions ◆In-depth study of how to write tests for modules and programs ◆Introduce how to use Python to write GUIs ◆Focus on XML, HTML, XSL, and related technologies ◆Explain how to extend Python ◆Share numerical programming techniques ◆Introduce the internal mechanism of Jython, a version of Python written in Java

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Beginner\'s Guide to Python Programming: Points it Requires : 1 Type:Technical DocumentationUploader:太白金星Date:2021-05-30; Introduction:Python is an interpreted, object-oriented, dynamic data type high-level programming language. Python can be used in many fields, from scientific computing to game development. \"Python Programming Beginner\'s Guide\" tries to help beginners master Python language and programming skills in an easy and interesting way. \"Python Programming Beginner\'s Guide\" has 12 chapters. Each chapter will use a complete game to demonstrate the key knowledge points, and learn programming by writing fun small software, which will arouse readers\' interest and reduce the difficulty of learning. At the end of each chapter, the knowledge points of the chapter will be summarized, and some small exercises will be given for readers to try their skills. The author cleverly embeds all programming knowledge into these examples, which is truly fun and educational. \"Python Programming Beginner\'s Guide\" is easy to understand and the examples are easy and lively. It is an internationally best-selling Python beginner\'s tutorial, suitable for beginners and intermediate readers who are interested in Python.

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Cute Python: Points it Requires : 1 Type:Technical DocumentationUploader:zhuge122Date:2014-09-08; Introduction:Python classic books, worth reading

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Python 100 Classic Exercises: Points it Requires : 1 Type:CourseUploader:走马观花Date:2024-01-29; Introduction:Python 100 Classic Exercises

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Writing High-Quality Code: 91 Tips for Improving Your Python Programs: Points it Requires : 2 Type:Technical DocumentationUploader:走马观花Date:2024-01-29; Introduction:Author: Zhang Ying/ Lai Yonghao Publication Date: 2014 On the way to the \"Place of Python Technology\", this book will provide you with practical help in writing robust, elegant, and high-quality Python code! The content is all composed of the best practices of Python coding. It deeply explores the skills and taboos of writing high-quality Python code from eight aspects: basic principles, idioms, syntax, libraries, design patterns, internal mechanisms, development tools, and performance optimization. A total of 91 valuable suggestions are summarized. Each suggestion corresponds to a problem that Python programmers may encounter. This book not only gives solutions that have been proven to be excellent or very bad solutions in practice from both positive and negative aspects in the form of suggestions, but also analyzes the root causes of the problems, which will make people feel enlightened. The application scenarios selected for each problem in \"Writing High-Quality Code: 91 Suggestions for Improving Python Programs\" are very typical, and the suggestions given are closely integrated with practice. Every suggestion in the book may show its edge in your next line of code, the next application, or the next project. It is recommended that you keep this book at hand and refer to it at any time. I believe that doing so will make your learning and development work more efficient.

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Dive into Python 3: Points it Requires : 1 Type:Technical DocumentationUploader:走马观花Date:2024-01-29; Introduction:Table of Contents: What\'s New in Diving Into Python 3 Installing Python Your First Python Program Built-in Data Types Understanding Strings Regular Expressions Closures and Generators Classes & Iterators Advanced Iterators Unit Testing Refactoring Files XML Python Object Serialization HTTP Web Services Case Study: Porting chardet to Python 3 Packaging Python Libraries Porting Code to Python 3 Using 2to3 Special Method Names What to Read Next?

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