Modern Graph Theory Algorithms with Python 2025

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Uploader
freecoursewb
Source
1 1337x
Downloads
1099
Type
Tutorials
Language
English
Category
Other
Size
1.2 GB
Added
2025-02-21 12:41 (1 year, 8 months ago)
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Files
  1. Get Bonus Downloads Here.url180 bytes
  2. 1 -What is Graph Theory (Brief Overview).mp452.9 MB
  3. 2 -Types of Graphs (Directed, Undirected, Weighted).mp457.4 MB
  4. 3 -Introduction to Python for Graphs.mp448.9 MB
  5. 4 -Working with NetworkX for Graph Creation.mp445.5 MB
  6. 1 -Graph-Based Recommendation System.mp453.1 MB
  7. 2 -Advanced Network Flow Optimization.mp451.3 MB
  8. 3 -Social Network Analysis Project.mp451.8 MB
  9. 1 -Creating a Simple Social Network Graph.mp423.6 MB
  10. 2 -Adding Nodes and Edges.mp432.4 MB
  11. 3 -Visualizing the Graph using Matplotlib.mp420.2 MB
  12. 4 -Analysis of Basic Graph Properties (Degree, Path Length).mp429.9 MB
  13. 1 -Depth-First Search (DFS).mp429.0 MB
  14. 2 -Breadth-First Search (BFS).mp426.8 MB
  15. 3 -Recursive vs Iterative Implementations.mp444.1 MB
  16. 4 -Application Graph Exploration.mp433.2 MB
  17. 1 -Representing a City Map as a Graph.mp425.9 MB
  18. 2 -Implementing Dijkstra’s Algorithm to Find Shortest Paths.mp416.4 MB
  19. 3 -Visualizing the Path with Weights.mp433.3 MB
  20. 4 -Analyzing the Performance of the Algorithm.mp444.5 MB
  21. 1 -Connected Components.mp433.0 MB
  22. 2 -Articulation Points and Bridges.mp426.7 MB
  23. 3 -Bipartite Graphs.mp424.9 MB
  24. 4 -Real-World Application Network Resilience.mp432.0 MB
  25. 1 -Kruskal’s Algorithm.mp430.0 MB
  26. 2 -Prim’s Algorithm.mp426.7 MB
  27. 3 -Applications of MST in Network Design.mp431.5 MB
  28. 4 -Implementing MST Algorithms in Python.mp441.0 MB
  29. 1 -Creating a Network for Fiber Optic Cable Installation.mp414.9 MB
  30. 2 -Applying MST Algorithms (Prim’s and Kruskal’s).mp418.9 MB
  31. 3 -Visualizing the Optimal Network Design.mp422.0 MB
  32. 4 -Cost Analysis and Efficiency.mp430.4 MB
  33. 1 -Centrality Measures (Degree, Betweenness, Closeness).mp426.7 MB
  34. 2 -Community Detection Algorithms.mp430.6 MB
  35. 3 -PageRank Algorithm.mp426.9 MB
  36. 4 -Graph-Based Applications in Social Media.mp432.2 MB
  37. 1 -Graph-Based Machine Learning.mp426.4 MB
  38. 2 -Graphs in Biology.mp425.3 MB
  39. 3 -Graphs in Transportation and Networks.mp428.4 MB
  40. 4 -Graphs in Search Engines.mp429.6 MB
  41. Bonus Resources.txt70 bytes

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