Learn Algorithms : Video Tutorials

＃1最佳算法視頻教程應用程序初學者

★ Table of Contents ★

1) Introduction

2) Priori Analysis and Posteriori Testing

3) Characteristics of Algorithm

4) How Write and Analyze Algorithm

5) Frequency Count Method

6) Time Complexity-Part 1

7) Time Complexity-Part 2

8) Time Complexity-Part 3

9) Classes of functions

10) Compare Class of Functions

11) Asymptotic Notations-Part 1

12) Asymptotic Notations-Part 2

13) Properties of Asymptotic Notations

14) Comparison of Functions-Part 1

15) Comparison of Functions-Part 2

16) Best Worst and Average Case Analysis

17) Disjoint Sets Data Structure

18) Divide And Conquer

19) Recurrence Relation-Part 1

20) Recurrence Relation-Part 2

21) Recurrence Relation-Part 3

22) Recurrence Relation-Part 4

23) Masters Theorem Decreasing Function

24) Recurrence Relation Dividing Function-Part 1

25) Recurrence Relation Dividing Function-Part 2

26) Recurrence Relation Dividing Function-Part 3

27) Masters Theorem-Part 1

28) Masters Theorem-Part 2

29) Root function (Recurrence Relation)

30) Binary Search Iterative Method

31) Binary Search Recursive Method

32) Two Way MergeSort - Iterative method

33) Merge Sort Algorithm

34) MergeSort in-depth Analysis

35) QuickSort Algorithm

36) QuickSort Analysis

37) Strassens Matrix Multiplication

38) Greedy Method - Introduction

39) Knapsack Problem - Greedy Method

40) Job Sequencing with Deadlines

41) Optimal Merge Pattern

42) Huffman Coding

43) Prims and Kruskals Algorithms

44) Dijkstra Algorithm

45) Principle of Optimality

46) MultiStage Graph-Part 1

47) MultiStage Graph-Part 2

48) All Pairs Shortest Path

49) Matrix Chain Multiplication-Part 1

50) Matrix Chain Multiplication-Part 2

51) Bellman Ford Algorithm

52) Knapsack-Part 1

53) Knapsack Problem-Part 2

54) Optimal Binary Search Tree

55) Traveling Salesman Problem

56) Reliability Design

57) Longest Common Subsequence (LCS)

58) Graph Traversals - BFS & DFS

59) Articulation Point and Biconnected Components

60) Introduction to Backtracking

61) N Queens Problem using Backtracking

62) Sum Of Subsets Problem - Backtracking

63) Graph Coloring Problem - Backtracking

64) Hamiltonian Cycle - Backtracking

65) Branch and Bound Introduction

66) Job Sequencing with Deadline

67) Knapsack using Branch and Bound

68) Traveling Salesman Problem

69) NP-Hard and NP-Complete Problems

70) NP-Hard Graph Problem

71) Knuth-Morris-Pratt KMP String

72) Rabin-Karp String Matching Algorithm

73) AVL Tree - Insertion and Rotations

74) B Trees and B+ Trees

75) Asymptotic Notations

76) Hashing Technique

77) Shortest Path Algorithms

78) BFS DFS - Simplified

79) Tower of Hanoi Problem - Made Easy

80) Row-Major and Column-Major Mapping

81) Merge Sort Algorithm - Hindi

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