Packt

Foundations of Data Structures & Algorithms in Python

Packt

Foundations of Data Structures & Algorithms in Python

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深入了解一个主题并学习基础知识。
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在 10 小时 一周
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深入了解一个主题并学习基础知识。
中级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Gain a solid understanding of time and space complexities and how to analyze them.

  • Master common data structures like arrays, lists, and linked lists for problem-solving.

  • Learn sorting algorithms and implement them in Python for optimizing solutions.

  • Develop problem-solving skills by solving real-world coding challenges on platforms like Leetcode.

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作业

7 项作业

授课语言:英语(English)
最近已更新!

April 2026

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积累特定领域的专业知识

本课程是 DSA In Python + Top 130 Leetcode Problems for MAANG 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
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  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有6个模块

In this module, we will introduce essential strategies to sharpen your problem-solving skills and boost your coding efficiency. We will also provide key insights on acing DSA interviews and navigating Leetcode challenges for practice.

涵盖的内容

4个视频2篇阅读材料

In this module, we will lay the foundation for understanding time and space complexity, exploring their role in analyzing algorithm efficiency. You will also learn how to calculate and apply these complexities in various algorithmic scenarios, including recursion.

涵盖的内容

11个视频1个作业

In this module, we will explore the core concepts of arrays and lists in Python. You will learn how to use these structures to solve coding challenges, along with advanced list operations that can optimize your solutions in algorithmic tasks.

涵盖的内容

13个视频1个作业

In this module, we will dive deep into sorting algorithms, including both theoretical concepts and practical implementations. You will also learn how to optimize sorting techniques for various real-world applications and coding problems.

涵盖的内容

21个视频1个作业

In this module, we will introduce linked lists as an alternative to arrays, focusing on their structure and manipulation. You will learn essential operations and solve common linked list problems, preparing you for complex coding challenges.

涵盖的内容

18个视频1个作业

In this module, we will explore the concept of hash tables, including their implementation and collision resolution strategies. You will gain practical experience in solving coding problems efficiently using hash tables as the underlying data structure.

涵盖的内容

11个视频1篇阅读材料3个作业

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