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Advanced Data Structures and Algorithms In Python

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Advanced Data Structures and Algorithms In Python (1:16)
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AVL Tree

Introduction (7:13)
Rotations (6:58)
Insertion in AVL Tree - 1 (10:42)
Insertion in AVL Tree - 2 (10:00)
Insertion in AVL Tree - 3 (14:13)
Insertion in AVL Tree - 4 (5:01)
Examples of insertion in AVL Tree (7:40)
Deletion in AVL Tree - 1 (5:25)
Deletion in AVL Tree - 2 (10:36)
Deletion in AVL Tree - 3 (6:00)
Examples of deletion in AVL Tree (7:45)

Threaded Binary Tree

Introduction (12:22)
Insertion (4:45)
Deletion (7:13)

Expression Tree

Introduction (3:00)
Constructing and Evaluating an Expression tree (5:42)
Implementation of Expression tree (4:04)

B Tree

Introduction (8:40)
Inorder Traversal (4:52)
Searching (9:03)
Insertion (14:20)
Implementation of Insertion - 1 (15:59)
Implementation of Insertion - 2 (6:05)
Deletion (3:35)
Examples of Deletion from Leaf Node (9:31)
Examples of Deletion from Non-Leaf Node (3:31)
Implementation of Deletion (11:17)

Graph

Introduction (3:25)
Terminology (9:09)
Cycles (3:13)
Connectivity in Undirected Graph (5:50)
Connectivity in Directed Graphs (3:23)
Tree and Forest (3:16)
Representation of Graph : Adjacency Matrix (6:00)
Adjacency Matrix in Python (15:07)
Transitive closure of a directed graph and Path Matrix (9:14)
Warshall’s Algorithm (10:18)
Warshall’s Algorithm in Python (1:54)

Traversal in Graph

Introduction (2:42)
Breadth First Search (5:05)
Implementation of Breadth First Search (7:43)
Finding Shortest path in an unweighted graph (8:30)
BFS Spanning Tree (2:44)
BFS in Undirected Graphs : Finding Connected Components (6:53)
Depth First Search (3:41)
Implementation of Depth First Search through Stack (8:14)
Recursive Implementation of Depth First Search (5:51)
Classification of Edges in DFS of Directed Graph (6:33)
Classification of Edges in DFS of Undirected Graph (4:53)

Shortest Path in Graph

Shortest Path Problem (2:25)
Dijkstra’s Algorithm (9:04)
Dijkstra’s Algorithm : Example (8:29)
Dijkstra’s Algorithm in Python (4:31)

Minimum Spanning Tree of a Graph

Introduction (1:31)
Prim's Algorithm (3:38)
Prim's Algorithm : Example (6:10)
Prim's Algorithm in Python (3:39)
Kruskal's Algorithm (2:33)
Kruskal's Algorithm : Example (3:48)
Implementation of Kruskal's Algorithm (10:28)
Kruskal's Algorithm in Python (4:15)

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