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INTRODUCTION TO ALGORITHMS (FALL 2011)

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

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INTRODUCTION TO ALGORITHMS (FALL 2011)


1. ALGORITHMIC THINKING, PEAK FINDING

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1. ALGORITHMIC THINKING, PEAK FINDING

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CLASS CENTRAL CLASSROOMS BETA

YouTube playlists curated by Class Central.

Start this course
 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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