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Python Data Structures and Algorithms [Video]

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By Harish Garg , Mithun Lakshmanaswamy

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Starting with Basics
- The Course Overview
- Introduction to Divide/Conquer
- Starting with Greedy
- Begin with Recursion
- Working with Dynamic Programming
- Using Asymptotic Analysis
- Examples of Linked Lists/Arrays in Python
- Coding Tuples, in Python Through Examples
- Programming Dicts in Python Through Examples
- Implementing Sets in Python
- Use of Pointers in Python Through Examples
Linear Data Structures in Python
- Examples on Stacks in Python
- Implementing a Stack in Python
- Coding for Queues in Python
- Utilizing a Deque in Python
- Realize a Hash Table in Python
Tree Structures in Python
- Basic Python Coding for Trees
- Implementing Binary Trees in Python Through Examples
- Examples of Heaps Queues in Python
- Programming Priority Queues in Python
- Coding Red-Black Trees in Python with Examples
- Working with Tries (or Search Trees) with Examples
Graph Data Structures in Python
- Python Coding for Graphs
- Directed Graphs
- Undirected Graphs
- Add Neighbor Function in Vertex Class
- Get Connections Function in Vertex Class
- Get Weight Function in Vertex Class
- Other Useful Graph Methods
Tree/Graph Algorithms
- Breadth-First Graph Traversal Algorithm
- Depth-First Graph Traversal Algorithm
- Shortest Path Algorithm
- Implementing Shortest Path Through Dijkstra’s Algorithm
- Minimum Spanning Tree Algorithm
- Implementing Minimum Spanning Tree Through Kruskal’s Algorithm
- Coding Maximum Flow Tree Algorithm in Python
- Example on Programming Dag Topological Sorting

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