|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-structures-and-algorithms-course-1/
课程评论：没有评论
**课程名称：** 数据结构与算法 - 完整课程 **课程概述：** 本课程旨在帮助学员深入理解各种数据结构，并学会如何有效地运用它们来解决实际问题。课程要求学员具备至少一种高级编程语言的基础知识。数据结构与算法是编程面试中的核心内容，本课程将全面覆盖相关知识。重点在于掌握数据结构，实现它们，并通过具体的应用场景来解释其用途，同时还将探讨不同的编程范式、算法分析以及如何在实践中应用各种数据结构。 **课程主要内容：** * 算法的时间和空间复杂度分析 * 数组 (Arrays) * 链表 (Linked Lists) * 树 (Trees)：表示方法、二叉树、二叉搜索树 (BST)、平衡二叉搜索树 (Balanced BST) 及相关问题 * 栈 (Stacks) 与队列 (Queues) * 堆 (Heaps) * 图 (Graphs)：表示方法、图的遍历（广度优先搜索 BFS、深度优先搜索 DFS）、图算法 * 哈希表 (Hash Table) * 特里 (Tries) * 递归 (Recursion) * 动态规划 (Dynamic Programming) **课程目标：** 扎实掌握数据结构与算法是提升编程面试能力的关键。完成本课程后，学员将能够根据问题选择合适的数据结构和算法，并清晰地解释选择的原因。这不仅能让学员为编码面试做好充分准备，更能全面提升其作为程序员的综合能力。 让我们一起踏上掌握数据结构与算法的精彩旅程吧！
In this course we will understand different data structures and how to use them effectively for solving problems. It is expected that the students have basic experience in any high-level programming language. Data structures and algorithms are a crucial part of programming interviews. This course is a complete course on Complete data structure and algorithms. The main focus here will be mastering the Data structures, implementing those and some problems explaining application of those data structures and understand different programming paradigms, analysis of algorithms and applying different data structures.In this course, we will cover the following topics:Time and Space complexity of algorithmsArrays,Linked Lists,Trees - Representation, binary trees, binary search trees, balanced binary search trees, and related problemsStacks and Queues,Heaps,Graphs - representation, traversal of graph using breadth-first search, depth first search, graph algorithmsHash Table,TriesRecursionDynamic ProgrammingA good understanding of data structures and algorithms is very crucial for programming interview. After completing this course you should be able to understand which data structures and algorithms should be used to solve a problem and why. It will not only prepare you for your coding interviews, but also make you a better programmer in general.So, let's start our wonderful journey towards mastering data structures and algorithms.
