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Modern Graph Theory Algorithms with Python 2025

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Uploader: freecoursewb
Source: 1 Logo 1337x
Downloads: 1099
Type: Tutorials
Language: English
Category: Other
Size: 1.2 GB
Added: Feb. 21, 2025, 12:41 p.m.
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 1 -What is Graph Theory (Brief Overview).mp4 52.9 MB
  3. 2 -Types of Graphs (Directed, Undirected, Weighted).mp4 57.4 MB
  4. 3 -Introduction to Python for Graphs.mp4 48.9 MB
  5. 4 -Working with NetworkX for Graph Creation.mp4 45.5 MB
  6. 1 -Graph-Based Recommendation System.mp4 53.1 MB
  7. 2 -Advanced Network Flow Optimization.mp4 51.3 MB
  8. 3 -Social Network Analysis Project.mp4 51.8 MB
  9. 1 -Creating a Simple Social Network Graph.mp4 23.6 MB
  10. 2 -Adding Nodes and Edges.mp4 32.4 MB
  11. 3 -Visualizing the Graph using Matplotlib.mp4 20.2 MB
  12. 4 -Analysis of Basic Graph Properties (Degree, Path Length).mp4 29.9 MB
  13. 1 -Depth-First Search (DFS).mp4 29.0 MB
  14. 2 -Breadth-First Search (BFS).mp4 26.8 MB
  15. 3 -Recursive vs Iterative Implementations.mp4 44.1 MB
  16. 4 -Application Graph Exploration.mp4 33.2 MB
  17. 1 -Representing a City Map as a Graph.mp4 25.9 MB
  18. 2 -Implementing Dijkstra’s Algorithm to Find Shortest Paths.mp4 16.4 MB
  19. 3 -Visualizing the Path with Weights.mp4 33.3 MB
  20. 4 -Analyzing the Performance of the Algorithm.mp4 44.5 MB
  21. 1 -Connected Components.mp4 33.0 MB
  22. 2 -Articulation Points and Bridges.mp4 26.7 MB
  23. 3 -Bipartite Graphs.mp4 24.9 MB
  24. 4 -Real-World Application Network Resilience.mp4 32.0 MB
  25. 1 -Kruskal’s Algorithm.mp4 30.0 MB
  26. 2 -Prim’s Algorithm.mp4 26.7 MB
  27. 3 -Applications of MST in Network Design.mp4 31.5 MB
  28. 4 -Implementing MST Algorithms in Python.mp4 41.0 MB
  29. 1 -Creating a Network for Fiber Optic Cable Installation.mp4 14.9 MB
  30. 2 -Applying MST Algorithms (Prim’s and Kruskal’s).mp4 18.9 MB
  31. 3 -Visualizing the Optimal Network Design.mp4 22.0 MB
  32. 4 -Cost Analysis and Efficiency.mp4 30.4 MB
  33. 1 -Centrality Measures (Degree, Betweenness, Closeness).mp4 26.7 MB
  34. 2 -Community Detection Algorithms.mp4 30.6 MB
  35. 3 -PageRank Algorithm.mp4 26.9 MB
  36. 4 -Graph-Based Applications in Social Media.mp4 32.2 MB
  37. 1 -Graph-Based Machine Learning.mp4 26.4 MB
  38. 2 -Graphs in Biology.mp4 25.3 MB
  39. 3 -Graphs in Transportation and Networks.mp4 28.4 MB
  40. 4 -Graphs in Search Engines.mp4 29.6 MB
  41. Bonus Resources.txt 70 bytes

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