【中英字幕】《数据结构与算法》高质量课程

  • 名称:【中英字幕】《数据结构与算
  • 分类:程序设计  
  • 观看人数:加载中
  • 时间:2023/12/17 19:46:07

数据结构与算法课程通常会涵盖数据结构和算法的基础知识、常用数据结构和算法的实现和应用、算法分析和优化等内容。以下是一个典型的数据结构与算法课程大纲的示例:

数据结构基础

数据结构的概念和分类

线性表、树、图等基本数据结构的定义和实现

数据结构的基本操作和算法

算法基础

算法的概念和分类

算法的基本设计方法(贪心、分治、动态规划等)

算法的基本操作和复杂度分析

常用数据结构

栈、队列、链表、堆等数据结构的实现和应用

哈希表、树状数组、并查集等高级数据结构的实现和应用

常用算法

排序算法(冒泡排序、插入排序、快速排序等)

搜索算法(深度优先搜索、广度优先搜索等)

字符串匹配算法(KMP算法、Boyer-Moore算法等)

算法优化

算法复杂度优化

空间复杂度优化

常用的算法优化技巧(分支限界、剪枝等)

算法应用

图论算法(最短路径、最小生成树等)

动态规划算法(背包问题、最长公共子序列等)

数论算法(欧几里得算法、素数筛选等)

          课程目录
1. Introduction to Data Structures
2. What is Data Structures  & Why we
3. What is Abstract Data Types(ADT) i
4. What is an Algorithm     Data Stru
5. What is Stack Data Structure     D
6. Stack Data Structure in C++ Program
7. What is Queue Data Structure
8. Queue Data Structure in C++ Progra
9. Circular Queue Data Structure with
10. Linked List Data Structure - How
11. Singly Linked List Data Structure
12. C++ Program to Implement Singly L
13. Doubly Linked List Data Structure
14. C++ Program to Implement Doubly L
15. Circular Linked List Data Structu
16. C++ Program to Implement Circular
17. Linear Searching Algorithm in Dat
18. Binary Search Algorithm (Working,
19. Binary Search Algorithm C++ Code
20. What are Sorting Algorithms   Why
21. Selection Sort Algorithm   How Se
22. Selection Sort Algorithm C++ Code
23. Insertion Sort Algorithm   How In
24. Insertion Sort Algorithm C++ Code
25. Bubble Sort Algorithm   How Bubbl
26. Bubble Sort Algorithm with C++ Pr
27. Optimized Bubble Sort Algorithm
28. What is Big O notation & Time Com
29. Big Oh(O) vs Big Omega(Ω) vs Big
30. Space Complexity of Algorithms -
31. Merge Sort Algorithm   How Merge
32. Merge Sort Algorithm in C++ Progr
33. Quick Sort Algorithm   How Quick
34. Quick Sort Algorithm in C++ Progr
35. Counting Sort Sorting Algorithm
36. Counting Sort Sorting Algorithm
37. Radix Sort(Bucket Sort) Sorting A
38. Radix Sort Algorithm (Step by Ste
39. Radix Sort Sorting Algorithm (C++
40. Shell Sort Algorithm (Theory + Wo
41. C++ Program to Implement Shell So
42. What is Infix Prefix & Postfix Ex
43. Why Prefix & Postfix is more effi
44. Infix to Prefix Conversion & vice
45. Infix to Postfix Conversion & vic
46. Rules to Convert Infix to Postfix
47. PSEUDOCODE of Infix to Postfix Ex
48. C++ PROGRAM to Convert Infix to P
49. Rules & Pseudocode of Infix to Pr
50. C++ PROGRAM to Convert Infix to P
51. Postfix to Infix Expression using
52. C++ PROGRAM to Convert Postfix to
53. Prefix to Infix Expression using
54. C++ PROGRAM to Convert Prefix to
55. Postfix to Prefix Conversion & vi
56. Postfix to Prefix Expression usin
57. C++ PROGRAM to Convert Postfix to
58. Prefix to Postfix Expression usin
59. C++ PROGRAM to Convert Prefix to
60. Stack using Linked List Implement
61. C++ PROGRAM to Implement STACK us
62. Queue Implementation using Linked
63. C++ Program to Implement Queue us
64. Circular Queue Implementation usi
65. Array vs Linked List - Pros & Con
66. What is a Tree    Introduction to
67. Introduction to Binary Tree Data
68. Binary SEARCH Tree (BST) Data str
69. Binary Search Tree (BST)   Implem
70. Binary Search Tree (BST) - INSERT
71. Binary Tree Traversal Techniques
72. PreOrder Tree Traversal Technique