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Think Python: How to Think Like a Computer Scientist

Author:  Allen B. DowneyLanguage: EnglishPublisher: O'Reilly MediaEdition: 3rdPages: 325Year: 2024
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Description

Think Python: How to Think Like a Computer Scientist.

Learn Python Programming Step by Step

Python is one of the world’s most popular and beginner-friendly programming languages, making it an ideal choice for anyone starting their coding journey. Whether you’re completely new to programming or looking to strengthen your foundation, this practical guide teaches Python through clear explanations, hands-on examples, and real-world exercises that build your confidence one concept at a time.

Beginning with the fundamentals of programming, you’ll gradually progress to writing functions, working with powerful data structures, handling files and databases, and mastering object-oriented programming. The latest edition also explores how modern artificial intelligence tools and large language models (LLMs) can enhance the development process, helping programmers write, test, and debug code more effectively.

Designed with a logical, easy-to-follow learning path, this book focuses on understanding core programming principles rather than simply memorizing syntax, ensuring you develop skills that can be applied to projects of any size.

What You’ll Learn

  • Build a solid foundation in Python syntax, programming logic, and problem-solving.
  • Understand essential programming concepts through clear explanations and practical examples.
  • Work confidently with variables, expressions, operators, control flow, loops, and functions.
  • Create and manipulate lists, dictionaries, tuples, sets, and other fundamental data structures.
  • Read from and write to files while learning the basics of working with databases.
  • Master object-oriented programming, including classes, objects, methods, inheritance, and encapsulation.
  • Identify and fix syntax, runtime, and logical errors using effective debugging techniques.
  • Explore recursion, algorithms, interface design, and efficient data organization.
  • Learn how to use AI-powered coding assistants and large language models (LLMs) to generate code, improve prompts, test applications, and troubleshoot programming challenges.
  • Develop best practices for writing clean, readable, maintainable, and reusable Python code.

Packed with practical exercises and real-world examples, this book is an excellent resource for students, aspiring software developers, data analysts, educators, and professionals who want to build a strong Python foundation while learning modern programming techniques enhanced by AI. By the end of the book, you’ll have the knowledge and confidence to tackle your own Python projects and continue advancing as a programmer.

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