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Data Structures & Algorithms in Under 5 Minutes

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Jan 5, 2025
4:55

Hello everyone so when reflecting on what to make, decided to make this. Hope you folks enjoy! Thank you, Gunnar 0:00-Intro 1. 0:08 - Introduction to Data Structures & Algorithms with Big O Notation 2. 0:16 - Structure Overview Big O Notation 3. 0:19 - Big O Notation Introduction 4. 0:21 - O(1) Constant 5. 0:25 - O(logn)-Logarithmic 6. 0:27 - O(n)-Linear 7. 0:30 - O(nlogn)-Linearithmic 8. 0:36 - O(n^2)-Quadratic 9. 0:41 - O(2^n)-Exponential 10. 0:46 - O(n!)-Factorial Data Structures 11. 0:48 - Data Structures Introduction 12. 0:50 - Arrays 13. 0:55 - Linked-Lists 14. 1:00 - Stacks 15. 1:07 - Queues 16. 1:10 - Hash Tables/Maps 17. 1:14 - Trees 18. 1:19 - Graphs 19. 1:25 - Binary Search Trees Algorithms 20. 1:35 - Algorithms Overview Searching Algorithms 21. 1:39 - Searching Algorithms Introduction 22. 1:41 - Linear Search 23. 1:47 - Binary Search 24. 1:54 - Depth-First Search 25. 2:00 - Breadth-First Search 26. 2:05 - Jump Search 27. 2:14 - Exponential Search 28. 2:22 - Interpolation Search 29. 2:29 - Ternary Search Sorting Algorithms 30. 2:36 - Sorting Algorithms Introduction 31. 2:38 - Bubble Sort 32. 2:44 - Selection Sort 33. 2:50 - Insertion Sort 34. 3:01 - Merge Sort 35. 3:06 - Quick Sort 36. 3:10 - Heap Sort 37. 3:17 - Radix Sort 38. 3:24 - Counting Sort 39. 3:29 - Bucket Sort 40. 3:33 - Shell Sort Traversing Algorithms 41. 3:39 - Traversing Algorithms Introduction 42. 3:41 - In-Order Traversal 43. 3:46 - Pre-Order Traversal 44. 3:50 - Post-Order Traversal 45. 3:53 - Depth-First Search Traversal 46. 3:59 - Breadth-First Search Traversal 47. 4:05 - Backtracking Traversal w/N-Queens 48. 4:14 - Dijkstra’s Algorithm 49. 4:19 - Prim’s Algorithm 50. 4:22 - Kruskal’s Algorithm 51. 4:28 - Eulerian Path/Circuit 52. 4:34 - Hamiltonian Path/Circuit 4:40-Outro Links to Python and Java Examples for Big O Notation, Data Structures, and Algorithms: https://github.com/GChief117/CPlusPlus-Lectures/tree/main Full PDF Deck: https://drive.google.com/file/d/1Lh5W13DF29gdE9BEzdtAu3k3kVoSs_Fn/view?usp=sharing

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Data Structures & Algorithms in Under 5 Minutes | NatokHD