Practical Guide to Python From Basics to Advanced Programming

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Free Download Practical Guide to Python: From Basics to Advanced Programming by Arcadia J. Darell
English | August 26, 2024 | ISBN: N/A | ASIN: B0DFFK6S1Y | 365 pages | EPUB | 3.72 Mb
This book offers a comprehensive path to learning Python, starting from the basics and progressing to more complex concepts and practical applications. It is designed for anyone looking to gain a solid understanding of the Python language, whether they are complete beginners or experienced programmers seeking to deepen their skills.

Main contents:

• Introduction to Python: Familiarization with the syntax and core features of the language. Setting up the development environment.
  
• Data Structures and Control Flow: Working with lists, dictionaries, sets, and tuples. Implementing loops and conditions.
  
• Functions and Modules: Creating and using functions. Organizing code with modules and packages.
  
• Object-Oriented Programming (OOP): Defining classes and objects. Concepts of inheritance, encapsulation, and polymorphism.
  
• Exception Handling: Using try-except to handle errors and exceptions.
  
• Web Development: Introduction to frameworks like Flask and Django for building web applications.
  
• Data Science and Machine Learning: Data analysis with Pandas and NumPy. Building machine learning models with Scikit-learn.
  
• Automation and Scripting: Automating daily tasks with Python scripts.
  

Objective of the book: The aim of this book is to provide readers with a practical and accessible guide to mastering Python and applying it across various fields of technology. With practical examples and exercises, readers will be able to develop real-world applications and solve complex problems using Python.

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