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Introduction to Algorithms

Introduction to Algorithms

Prof. Erik Demaine and Prof. Srini Devadas via MIT OpenCourseWare Direct link

1. Algorithmic Thinking, Peak Finding

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1. Algorithmic Thinking, Peak Finding

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Classroom Contents

Introduction to Algorithms

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  1. 1 1. Algorithmic Thinking, Peak Finding
  2. 2 2. Models of Computation, Document Distance
  3. 3 3. Insertion Sort, Merge Sort
  4. 4 4. Heaps and Heap Sort
  5. 5 5. Binary Search Trees, BST Sort
  6. 6 6. AVL Trees, AVL Sort
  7. 7 7. Counting Sort, Radix Sort, Lower Bounds for Sorting
  8. 8 8. Hashing with Chaining
  9. 9 9. Table Doubling, Karp-Rabin
  10. 10 10. Open Addressing, Cryptographic Hashing
  11. 11 11. Integer Arithmetic, Karatsuba Multiplication
  12. 12 12. Square Roots, Newton's Method
  13. 13 13. Breadth-First Search (BFS)
  14. 14 14. Depth-First Search (DFS), Topological Sort
  15. 15 15. Single-Source Shortest Paths Problem
  16. 16 16. Dijkstra
  17. 17 17. Bellman-Ford
  18. 18 18. Speeding up Dijkstra
  19. 19 19. Dynamic Programming I: Fibonacci, Shortest Paths
  20. 20 20. Dynamic Programming II: Text Justification, Blackjack
  21. 21 21. DP III: Parenthesization, Edit Distance, Knapsack
  22. 22 22. DP IV: Guitar Fingering, Tetris, Super Mario Bros.
  23. 23 23. Computational Complexity
  24. 24 24. Topics in Algorithms Research
  25. 25 R1. Asymptotic Complexity, Peak Finding
  26. 26 R2. Python Cost Model, Document Distance
  27. 27 R3. Document Distance, Insertion and Merge Sort
  28. 28 R5. Recursion Trees, Binary Search Trees
  29. 29 R6. AVL Trees
  30. 30 R7. Comparison Sort, Counting and Radix Sort
  31. 31 R8. Simulation Algorithms
  32. 32 R9. Rolling Hashes, Amortized Analysis
  33. 33 Recitation 9b: DNA Sequence Matching
  34. 34 R10. Quiz 1 Review
  35. 35 R11. Principles of Algorithm Design
  36. 36 R12. Karatsuba Multiplication, Newton's Method
  37. 37 R13. Breadth-First Search (BFS)
  38. 38 R14. Depth-First Search (DFS)
  39. 39 R15. Shortest Paths
  40. 40 R16. Rubik's Cube, StarCraft Zero
  41. 41 R18. Quiz 2 Review
  42. 42 R19. Dynamic Programming: Crazy Eights, Shortest Path
  43. 43 R20. Dynamic Programming: Blackjack
  44. 44 R22. Dynamic Programming: Dance Dance Revolution
  45. 45 R21. Dynamic Programming: Knapsack Problem
  46. 46 R23. Computational Complexity
  47. 47 R24. Final Exam Review

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