Learn algorithms (Copy)

Subject: Data Models and Algorithms

50 chapters

Chapters

1. Quicksort
   funk, disco, retro, groovy · 4:04
   [Verse 1]…
2. Quicksort Fundamentals: Divide and Conquer Strategy
   rock, electric guitar, powerful, anthem · 3:59
   [Verse 1]…
3. Partition Logic: The Heart of Quicksort
   funk, disco, retro, groovy · 4:39
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4. Quicksort Performance: Best, Average, and Worst Cases
   jazz, smooth, saxophone, lounge · 5:31
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5. Quicksort Gotchas: Edge Cases and Optimization Tricks
   acoustic, folk, soulful, warm · 4:04
   [Verse 1]…
6. Mergesort
   funk, disco, retro, groovy · 4:20
   [Verse 1]…
7. Heapsort
   lo-fi, ambient, dreamy, relaxed · 4:28
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8. Insertion sort
   symphonic, cinematic, dramatic, orchestral · 4:16
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9. Bubble sort
   funk, disco, retro, groovy · 4:17
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10. Radix sort
    lo-fi, ambient, dreamy, relaxed · 4:03
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11. Counting sort
    lo-fi, ambient, dreamy, relaxed · 3:58
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12. Timsort
    acoustic, folk, soulful, warm · 4:17
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13. Binary search
    funk, disco, retro, groovy · 4:47
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14. Linear search
    symphonic, cinematic, dramatic, orchestral · 3:57
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15. Interpolation search
    symphonic, cinematic, dramatic, orchestral · 3:47
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16. Exponential search
    funk, disco, retro, groovy · 4:22
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17. Breadth-first search (BFS)
    lo-fi, ambient, dreamy, relaxed · 3:36
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18. Depth-first search (DFS)
    lo-fi, ambient, dreamy, relaxed · 3:41
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19. What is Dijkstra's Algorithm?
    rock, electric guitar, powerful, anthem · 4:13
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20. Graph Theory Basics for Shortest Paths
    jazz, smooth, saxophone, lounge · 5:19
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21. How Dijkstra's Algorithm Works
    symphonic, cinematic, dramatic, orchestral · 4:04
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22. Dijkstra vs Other Path-Finding Algorithms
    jazz, smooth, saxophone, lounge · 4:58
    [Verse 1]…
23. Implementation and Time Complexity
    rock, electric guitar, powerful, anthem · 4:02
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24. Bellman-Ford algorithm
    rock, electric guitar, powerful, anthem · 4:38
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25. Floyd-Warshall algorithm
    symphonic, cinematic, dramatic, orchestral · 3:54
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26. A* search
    lo-fi, ambient, dreamy, relaxed · 4:19
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27. Topological sort
    funk, disco, retro, groovy · 3:54
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28. Tarjan's algorithm (strongly connected components)
    funk, disco, retro, groovy · 4:12
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29. Kosaraju's algorithm
    symphonic, cinematic, dramatic, orchestral · 4:12
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30. Prim's algorithm
    funk, disco, retro, groovy · 4:22
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31. Kruskal's algorithm
    lo-fi, ambient, dreamy, relaxed · 3:53
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32. Knuth-Morris-Pratt (KMP)
    rock, electric guitar, powerful, anthem · 3:36
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33. Rabin-Karp
    rock, electric guitar, powerful, anthem · 3:51
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34. Boyer-Moore
    funk, disco, retro, groovy · 4:25
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35. Aho-Corasick
    funk, disco, retro, groovy · 4:30
    [Verse 1]…
36. Levenshtein distance (edit distance)
    symphonic, cinematic, dramatic, orchestral · 4:07
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37. Fibonacci (memoized)
    symphonic, cinematic, dramatic, orchestral · 3:38
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38. Longest common subsequence
    rock, electric guitar, powerful, anthem · 3:54
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39. Longest increasing subsequence
    symphonic, cinematic, dramatic, orchestral · 4:01
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40. Knapsack (0/1 and unbounded)
    jazz, smooth, saxophone, lounge · 5:02
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41. Matrix chain multiplication
    symphonic, cinematic, dramatic, orchestral · 4:16
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42. Coin change
    acoustic, folk, soulful, warm · 4:02
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43. Edit distance
    jazz, smooth, saxophone, lounge · 5:22
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44. Binary search tree operations
    acoustic, folk, soulful, warm · 3:47
    [Verse 1]…
45. AVL tree rotations
    symphonic, cinematic, dramatic, orchestral · 3:47
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46. Red-black tree balancing
    jazz, smooth, saxophone, lounge · 4:11
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47. B-tree insertion/deletion
    lo-fi, ambient, dreamy, relaxed · 3:47
    [Verse 1]…
48. Trie operations
    jazz, smooth, saxophone, lounge · 5:09
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49. Huffman coding
    jazz, smooth, saxophone, lounge · 4:34
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50. Chaining
    rock, electric guitar, powerful, anthem · 5:17
    [Verse 1]…