Packt
70+ JavaScript Challenges - Data Structures and Algorithms

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Packt

70+ JavaScript Challenges - Data Structures and Algorithms

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

2 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

2 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

  • Solve 70+ coding challenges covering essential data structures and algorithms

  • Optimize JavaScript code by understanding time and space complexity

  • Implement recursion, graph traversal, and sorting algorithms effectively

  • Master problem-solving techniques for coding interviews and assessments

要了解的详细信息

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作业

12 项作业

授课语言:英语(English)

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该课程共有11个模块

In this module, we will lay the foundation for your journey into Data Structures and Algorithms. You'll gain insight into the importance of DSA, understand how the course is structured, and set up the essential tools needed to begin coding efficiently.

涵盖的内容

5个视频1篇阅读材料1个作业

In this module, we will tackle beginner-friendly coding challenges designed to build your confidence in programming. From basic arithmetic to string manipulations, these exercises will reinforce core concepts and set the stage for more advanced problem-solving.

涵盖的内容

10个视频1个作业

In this module, we will take on a new set of engaging coding challenges that push your understanding further. From identifying unique characters in strings to simulating dice rolls, these exercises will strengthen your ability to break down problems and implement efficient solutions.

涵盖的内容

10个视频1个作业

In this module, we will dive into higher-order array methods to tackle more advanced coding challenges. Through tasks like analyzing data, validating inputs, and optimizing previous solutions, you'll learn how to write cleaner, more efficient code while solving practical problems.

涵盖的内容

10个视频1个作业

In this module, we will explore the power of recursion, breaking down complex problems into smaller, manageable subproblems. Through exercises like calculating factorials, flattening arrays, and generating permutations, you'll develop a deeper understanding of recursive thinking and its applications in programming.

涵盖的内容

10个视频1个作业

In this module, we will break down the fundamental principles of algorithm efficiency. You'll explore different time complexities, understand how they impact performance, and learn strategies to write more optimized code. Through practical examples, you'll gain the skills to evaluate and enhance your algorithms effectively.

涵盖的内容

10个视频1个作业1个插件

In this module, we will explore hash tables, maps, and sets—powerful data structures that enable fast lookups and unique value storage. Through hands-on challenges like implementing a phone directory, detecting anagrams, and constructing a custom hash table, you'll gain a deep understanding of how these structures optimize data processing.

涵盖的内容

14个视频1个作业

In this module, we will explore fundamental data structures that help manage data efficiently. You'll learn how stacks and queues handle elements in a structured manner, how linked lists provide dynamic memory allocation, and how to implement these structures through hands-on coding exercises. By the end, you'll be equipped to use these structures to solve a variety of computational problems.

涵盖的内容

17个视频1个作业1个插件

In this module, we will explore tree-based and graph-based data structures, learning how they organize and connect data efficiently. You'll implement binary trees and BSTs, validate their integrity, and work with graphs using adjacency lists and matrices. Through traversal techniques, you'll gain a deeper understanding of how data moves through these structures.

涵盖的内容

16个视频1个作业

In this module, we will explore essential sorting algorithms, ranging from simple comparison-based methods to more advanced divide-and-conquer strategies. You'll implement each algorithm step by step, gaining insights into their efficiency and practical applications in organizing and processing data.

涵盖的内容

11个视频1个作业1个插件

In this module, we will consolidate everything you've learned, revisiting key takeaways and practical applications. You'll gain insights on how to continue honing your skills, tackling more advanced challenges, and applying DSA concepts in real-world scenarios.

涵盖的内容

1个视频2个作业

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