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Download [ WebToolTip.com ] Modern Graph Theory Algorithms with Python (2025)

WebToolTip com Modern Graph Theory Algorithms with Python 2025

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[ WebToolTip.com ] Modern Graph Theory Algorithms with Python (2025)

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Total Size

1.3 GB

Total Files

41

Last Seen

2025-05-07 01:02

Hash

7586AAA8890F1F937AA66DA9EFB03F5BE1780AC5

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Get Bonus Downloads Here.url

0.2 KB

/.../1 - Introduction to Graph Theory and Python for Graphs/

1 -What is Graph Theory (Brief Overview).mp4

55.5 MB

2 -Types of Graphs (Directed, Undirected, Weighted).mp4

60.2 MB

3 -Introduction to Python for Graphs.mp4

51.3 MB

4 -Working with NetworkX for Graph Creation.mp4

47.7 MB

/.../10 - End-of-course Projects/

1 -Graph-Based Recommendation System.mp4

55.7 MB

2 -Advanced Network Flow Optimization.mp4

53.8 MB

3 -Social Network Analysis Project.mp4

54.3 MB

/.../2 - Social Network Representation (project1)/

1 -Creating a Simple Social Network Graph.mp4

24.8 MB

2 -Adding Nodes and Edges.mp4

34.0 MB

3 -Visualizing the Graph using Matplotlib.mp4

21.2 MB

4 -Analysis of Basic Graph Properties (Degree, Path Length).mp4

31.4 MB

/.../3 - Graph Traversal Algorithms/

1 -Depth-First Search (DFS).mp4

30.5 MB

2 -Breadth-First Search (BFS).mp4

28.1 MB

3 -Recursive vs Iterative Implementations.mp4

46.2 MB

4 -Application Graph Exploration.mp4

34.8 MB

/.../4 - Shortest Path in a City Map (project 2)/

1 -Representing a City Map as a Graph.mp4

27.2 MB

2 -Implementing Dijkstra’s Algorithm to Find Shortest Paths.mp4

17.2 MB

3 -Visualizing the Path with Weights.mp4

34.9 MB

4 -Analyzing the Performance of the Algorithm.mp4

46.7 MB

/.../5 - Graph Search and Connectivity/

1 -Connected Components.mp4

34.6 MB

2 -Articulation Points and Bridges.mp4

28.0 MB

3 -Bipartite Graphs.mp4

26.1 MB

4 -Real-World Application Network Resilience.mp4

33.6 MB

/.../6 - Minimum Spanning Tree (MST) Algorithms/

1 -Kruskal’s Algorithm.mp4

31.4 MB

2 -Prim’s Algorithm.mp4

28.0 MB

3 -Applications of MST in Network Design.mp4

33.1 MB

4 -Implementing MST Algorithms in Python.mp4

42.9 MB

/.../7 - Designing an Optimal Network (project3)/

1 -Creating a Network for Fiber Optic Cable Installation.mp4

15.6 MB

2 -Applying MST Algorithms (Prim’s and Kruskal’s).mp4

19.8 MB

3 -Visualizing the Optimal Network Design.mp4

23.1 MB

4 -Cost Analysis and Efficiency.mp4

31.9 MB

/.../8 - Graph Algorithms for Social Networks/

1 -Centrality Measures (Degree, Betweenness, Closeness).mp4

28.0 MB

2 -Community Detection Algorithms.mp4

32.1 MB

3 -PageRank Algorithm.mp4

28.2 MB

4 -Graph-Based Applications in Social Media.mp4

33.8 MB

/.../9 - Graph Algorithms in Real-World Applications/

1 -Graph-Based Machine Learning.mp4

27.7 MB

2 -Graphs in Biology.mp4

26.6 MB

3 -Graphs in Transportation and Networks.mp4

29.8 MB

4 -Graphs in Search Engines.mp4

31.0 MB

/~Get Your Files Here !/

Bonus Resources.txt

0.1 KB

 

Total files 41


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