Python Internals for Developers: Practice Python 3.x Fundamentals, Including Data Structures, Asymptotic Analysis, and Data Types

Book Description

oncise Interpretation of every essential element of Python with Use-cases

Key Features

• Numerous examples and solutions to assist beginners in understanding the concept.
• Contains visual representations of data structures.
• Demonstrations of how to use data structures with a Python implementation.

Description

This book will aid you in your learning of the Python 3.x programming language. The chapters in this book will benefit every aspect of a programmer’s or developer’s life by preparing them to solve problems using Python programming and its key data structures and internals.

This book explains the built-in and user-defined data structures in Python 3.x. The book begins by introducing Python, its fundamental data structures, and asymptotic notations. Once you master the fundamentals of Python, you’ll be able to fully comprehend the built-in data structures. The book covers real-world applications to understand user-defined data structures and their actual implementation. Towards the end, it will help you investigate how to solve practical problems by first comprehending the issue at hand.

After reading this book, you will be able to identify data structures and utilize them to solve a specific problem. You will learn about various algorithm implementations in Python and use this knowledge to advance your Python skills.

After reading this book you will be able to plan your application’s migration to containers, prepare for Docker and Kubernetes Certifications, or apply for six digit DevOps jobs.

What you will learn

• Calculate the complexity of time and space using asymptotic notations.
• Discover Python 3.x’s built-in and user-defined data structures.
• Create user-defined data structures from the bottom up.
• Make use of libraries to create new user-defined data structures.
• Determine and implement the most appropriate data structure for resolving issues.

Who this book is for

This book caters to those who want to enhance their careers as application developers, machine learning engineers, or researchers. Knowing basic programming concepts will be good, but not mandatory.

中文：

书名：面向开发人员的Python内部知识：练习Python3.x基础知识，包括数据结构、渐近分析和数据类型

用用例简明地解释Python的每一个基本元素

主要特点

• 大量的例子和解决方案，帮助初学者理解这个概念。
• 包含数据结构的可视化表示形式。
• 演示如何在Python实现中使用数据结构。

描述

本书将帮助您学习Python3.x编程语言。这本书中的章节将使程序员或开发人员生活的方方面面受益，使他们准备好使用Python编程及其关键数据结构和内部结构来解决问题。

这本书解释了Python3.x中的内置和用户定义的数据结构。本书首先介绍了Python、它的基本数据结构和渐近表示法。一旦您掌握了Python的基础知识，您就能够完全理解内置的数据结构。这本书涵盖了真实世界的应用程序，以了解用户定义的数据结构及其实际实现。接近尾声时，它将帮助您调查如何通过首先理解手头的问题来解决实际问题。

阅读本书后，您将能够识别数据结构并利用它们来解决特定问题。您将学习各种在Python中的算法实现，并使用这些知识来提高您的Python技能。

阅读本书后，您将能够计划您的应用程序迁移到容器，准备Docker和Kubernetes认证，或申请六位数的DevOps工作。

你将学到什么

• Calculate the complexity of time and space using asymptotic notations.
• 了解Python3.x&8217；的内置和用户定义的数据结构。
• 自下而上创建用户定义的数据结构。
• 使用库创建新的用户定义的数据结构。
• 确定并实施用于解决问题的最合适的数据结构。

这本书是为谁而写的

这本书迎合了那些想要提升自己作为应用程序开发人员、机器学习工程师或研究人员的职业生涯的人。了解基本的编程概念会很好，但不是强制性的。