- 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
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