Learn Algorithms : Video Tutorials on Windows Pc

★ 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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