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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