Python Programming: Data Structures and Object-Oriented Design — WalkSelf

Python Programming: Data Structures and Object-Oriented Design

Learn to organize complex data efficiently using lists, dictionaries, stacks, and queues, while mastering object-oriented programming and modern type hints in Python.

4.7 (106) ⏱ 1時間58分 📚 4レッスン

このコースについて

Writing clean, efficient code requires more than just knowing basic syntax; it demands a solid understanding of how to store, organize, and manipulate your data. Moving beyond simple variables allows you to build scalable, professional-grade applications. In this course, you will transition from writing basic scripts to designing robust software architectures. You will learn how to select and implement the right data structures for any programming challenge, model real-world problems using object-oriented principles, and write highly organized, maintainable Python code. What you'll learn: - Understand the core differences between sequential structures like lists, tuples, stacks, and queues - Master non-sequential structures including sets and dictionaries to optimize data retrieval and storage - Apply object-oriented programming concepts, including classes, inheritance, and encapsulation, to model complex systems - Implement modern Python features such as type hints and dataclasses for cleaner, more self-documenting code - Solve complex, nested problems using the fundamentals of recursion and algorithmic thinking You will start by exploring foundational data structures, comparing their strengths and weaknesses, before progressing to object-oriented design patterns. Through clear written explanations and practical code examples, you will build a strong conceptual framework for software development. This course is designed for aspiring developers and students who understand basic Python syntax (like loops and conditionals) and are ready to take their programming skills to the next level. No advanced computer science background is required. Start structuring your Python programs like a professional developer today.

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    1時間58分の実践的な内容

レビュー (4)

Abril Díaz AR
★ 5 · 2026-04-04T02:59:07+00:00

The structure made complex ideas easy to grasp. So glad I signed up for this one.

خالد علي AE 認証済み受講者
★ 3 · 2025-06-14T08:36:07+00:00

It's a decent introduction. Could benefit from more diverse examples and a slightly better flow between modules.

Victoria Morales CO 認証済み受講者
★ 4 · 2025-05-02T21:01:07+00:00

良い入門でした。明確なステップは評価できますが、後半のモジュールはもう少し例があっても良かったかもしれません。

سهام DZ 認証済み受講者
★ 5 · 2025-03-03T18:54:07+00:00

This was a good introduction. The structure is logical, and it covers the basics effectively. Might be too introductory for advanced learners.

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