Master the intricacies of data structures and algorithms with this comprehensive course, designed to deepen your understanding of recursion, searching, sorting, and traversal techniques. Gain hands-on experience as you explore foundational concepts, analyze algorithmic complexities, and implement efficient solutions to real-world problems.

Advanced Data Structures and Algorithms
访问权限由 New York State Department of Labor 提供
您将学到什么
Master recursion concepts, including call stacks and tree recursion
Implement and analyze searching algorithms like linear and binary search
Develop sorting algorithms and assess their performance
Execute tree and graph traversal techniques for complex data structures
您将获得的技能
要了解的详细信息

添加到您的领英档案
8 项作业
了解顶级公司的员工如何掌握热门技能

积累特定领域的专业知识
- 向行业专家学习新概念
- 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 dive deep into the concept of recursion, exploring its mechanisms and applications. You will learn how to trace recursive function calls, understand call stacks, and apply recursion to scenarios such as tree traversals and factorial calculations. By the end of this module, you'll have a strong grasp of recursion's inner workings and practical uses.
涵盖的内容
6个视频2篇阅读材料1个作业
In this module, we will explore searching algorithms, starting with linear and binary search. You'll learn about the intricacies of binary search, its complexity, and how to implement it iteratively and recursively. By the end, you’ll have the skills to integrate these searching techniques into practical applications.
涵盖的内容
5个视频1个作业
In this module, we will focus on elementary sorting algorithms, including bubble sort, selection sort, and insertion sort. You'll gain hands-on experience implementing these algorithms and analyzing their performance. By the end of this module, you'll understand the foundational concepts of sorting and how to optimize these techniques.
涵盖的内容
13个视频1个作业
In this module, we will delve into advanced sorting algorithms, such as quick sort and merge sort. You will learn their complexities, practical implementations, and scenarios where they excel. By mastering these techniques, you will be able to handle large datasets efficiently.
涵盖的内容
6个视频1个作业
In this module, we will explore the algorithms for traversing binary trees, covering depth-first search and breadth-first search. Through step-by-step implementations, you'll learn how to navigate tree structures effectively and analyze their complexities. By the end, you'll be proficient in tree traversal techniques for data structure problems.
涵盖的内容
8个视频1个作业
In this module, we will cover graph traversal algorithms, focusing on breadth-first search (BFS) and depth-first search (DFS). You’ll learn how to implement these algorithms, visualize their operations, and analyze their efficiencies. By the end, you’ll be equipped to apply graph traversals in complex data structures.
涵盖的内容
5个视频1篇阅读材料3个作业
获得职业证书
将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。
位教师

提供方
人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.
从 Computer Science 浏览更多内容

Birla Institute of Technology & Science, Pilani





