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所在平台: Udemy |
课程主页: https://www.udemy.com/course/600-data-structures-interview-questions-for-beginners-2023/
课程评论：没有评论
**课程名称：600+ 数据结构面试题速成（入门级）** **课程概览：** 本课程专为初学者精心设计，旨在建立扎实的数据结构与算法基础，助力您自信应对数据结构相关的面试。课程深入浅出地讲解数据结构的工作原理、适用场景以及如何解答各类面试难题。 **课程亮点：** * **海量题库：** 涵盖 600+ 道选择题（MCQ）和描述题，强化对数据结构的理解与应用。 * **主题涵盖：** 1. **数据结构入门：** 指针、动态内存分配、数据结构类型、抽象数据类型 (ADT)、数组及其多项式表示。包含 50 道选择题巩固基础。 2. **数组、字符串与链表：** 区分数组与列表、静态与动态数组，深入字符串操作。掌握单向链表、双向链表、循环链表及相关操作。 3. **栈与队列：** 学习栈和队列的实现、操作及实际应用，理解它们在数据流管理和问题解决中的作用。 4. **树与二叉树：** 掌握二叉搜索树、树的遍历（中序、前序、后序）、平衡二叉树（AVL、红黑树），以及堆和优先队列的概念。 5. **图：** 学习图的表示（邻接矩阵、邻接表）、图的遍历（BFS、DFS），以及最短路径算法（Dijkstra）和最小生成树算法（Prim、Kruskal）。 6. **高级数据结构与算法：** 学习哈希与哈希函数、哈希表、Trie（前缀树）、线段树、Fenwick树（二叉索引树）、Disjoint Set（并查集），以及字符串匹配算法（Rabin-Karp、KMP）。同时，掌握时间复杂度和空间复杂度的分析。 **学习成果：** 完成课程后，您将对数据结构有深刻的理解，并具备在面试中自信展示知识的能力。 **其他特性：** * **无限次考试复习：** 提供无限次考试机会，帮助您完全掌握知识。 * **讲师支持：** 讲师随时解答疑问，提供指导。 * **移动端兼容：** 支持 Udemy App，可在 iOS 和 Android 设备上随时随地学习和练习。
Welcome to the "Comprehensive Data Structures Interview Preparation" course! This course has been meticulously designed to equip beginners with a strong foundation in data structures and algorithms, ensuring that you're well-prepared for your upcoming interviews. Throughout this course, you'll explore the intricate world of data structures, learning how they work, when to use them, and how to tackle challenging interview questions.Course Highlights: This course is packed with over 600 [MCQ + Descriptive] interview questions and exercises that will help you build a deep understanding of various data structures and their applications. With a focus on clarity and hands-on learning, you'll delve into the following main topics:Main Topic 1: Introduction to Data Structures: Get started by understanding the fundamental concepts. Learn about pointers, dynamic memory allocation, types of data structures, abstract data types (ADTs), different types of arrays, and polynomial arrays. Test your knowledge with 50 multiple-choice questions to reinforce your understanding.Main Topic 2: Arrays ,Strings and Linked Lists: Explore the differences between arrays and lists, the dynamics of static and dynamic arrays, and unravel the world of strings and string manipulation. Gain the skills needed to navigate these foundational data structures effectively.Dive into the realm of linked lists, understanding singly linked lists, doubly linked lists, circular linked lists, and various linked list operations. Master the art of managing data through linked structures.Main Topic 3: Stacks and Queues: Uncover the power of stacks and queues, discovering their implementations, operations, and real-world applications. Learn how these structures manage data flow and solve intricate problems.Main Topic 4: Trees and Binary Trees: Delve into the complexities of trees and binary trees. Understand binary search trees, tree traversals (inorder, preorder, and postorder), balanced binary trees (AVL, Red-Black), and explore the concept of heaps and priority queues.Main Topic 5: Graphs: Navigate the world of graphs, from their representations using adjacency matrices and adjacency lists to graph traversal strategies like breadth-first search (BFS) and depth-first search (DFS). Learn about essential algorithms like Dijkstra's for shortest path and Prim's and Kruskal's for minimum spanning trees.Main Topic 6: Advanced Data Structures and Algorithms: Equip yourself with advanced tools, including hashing and hash functions, hash tables, trie (prefix tree), segment tree, Fenwick tree (binary indexed tree), disjoint set (union-find), and powerful string matching algorithms like Rabin-Karp and KMP. Additionally, master the art of analyzing time and space complexity for efficient algorithm design.By the end of this course, you'll have not only a profound understanding of data structures but also the confidence to ace data structure interviews. So, embark on this exciting journey, and let's shape your future success in the world of data structures and algorithms!_______________________________________________________________________________________Retake Exams as Many Times as NeededPractice makes perfect, and with this course, you can retake the exams as many times as you need to feel confident in your knowledge.Instructor Support AvailableOur instructors are available to answer any questions you have and provide guidance along the way.Mobile-Compatible with Udemy AppData Structure Interview Questions and Answers: MCQs (Practice Tests) is mobile-compatible with the Udemy app. Access your course materials and take the exams on-the-go with the app, available for both iOS and Android devices.
