Introduction to Algorithms (2005)
By Prof. Erik Demaine Prof. Charles Leiserson
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Description
This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice. Topics covered include: sorting; search trees, heaps, and hashing; divide-and-conquer; dynamic programming; amortized analysis; graph algorithms; shortest paths; network flow; computational geometry; number-theoretic algorithms; polynomial and matrix calculations; caching; and parallel computing.
| Name | Description | Released | Price | ||
|---|---|---|---|---|---|
| 1 | VideoLecture 01: Administrivia/Introduction/Analysis of Algorithms, Insertion Sort, Mergesort | -- | 8/5/2016 | Free | View in iTunes |
| 2 | VideoLecture 02: Asymptotic Notation/Recurrences/Substitution, Master Method | -- | 7/9/2015 | Free | View in iTunes |
| 3 | VideoLecture 03: Divide-and-Conquer: Strassen, Fibonacci, Polynomial Multiplication | -- | 7/9/2015 | Free | View in iTunes |
| 4 | VideoLecture 04: Quicksort, Randomized Algorithms | -- | 7/9/2015 | Free | View in iTunes |
| 5 | VideoLecture 05: Linear-time Sorting: Lower Bounds, Counting Sort, Radix Sort | -- | 7/9/2015 | Free | View in iTunes |
| 6 | VideoLecture 06: Order Statistics, Median | -- | 7/9/2015 | Free | View in iTunes |
| 7 | VideoLecture 07: Hashing, Hash Functions | -- | 7/9/2015 | Free | View in iTunes |
| 8 | VideoLecture 08: Universal Hashing, Perfect Hashing | -- | 7/9/2015 | Free | View in iTunes |
| 9 | VideoLecture 09: Relation of BSTs to Quicksort/Analysis of Random BST | -- | 7/9/2015 | Free | View in iTunes |
| 10 | VideoLecture 10: Red-black Trees, Rotations, Insertions, Deletions | -- | 7/9/2015 | Free | View in iTunes |
| 11 | VideoLecture 11: Augmenting Data Structures, Dynamic Order Statistics, Interval Trees | -- | 7/9/2015 | Free | View in iTunes |
| 12 | VideoLecture 12: Skip Lists | -- | 7/9/2015 | Free | View in iTunes |
| 13 | VideoLecture 13: Amortized Algorithms, Table Doubling, Potential Method | -- | 7/9/2015 | Free | View in iTunes |
| 14 | VideoLecture 14: Competitive Analysis: Self-organizing Lists | -- | 7/9/2015 | Free | View in iTunes |
| 15 | VideoLecture 15: Dynamic Programming, Longest Common Subsequence | -- | 7/9/2015 | Free | View in iTunes |
| 16 | VideoLecture 16: Greedy Algorithms, Minimum Spanning Trees | -- | 7/9/2015 | Free | View in iTunes |
| 17 | VideoLecture 17: Shortest Paths I: Properties, Dijkstra's Algorithm, Breadth-first Search | -- | 7/9/2015 | Free | View in iTunes |
| 18 | VideoLecture 18: Shortest Paths II: Bellman-Ford, Linear Programming, Difference Constraints | -- | 7/9/2015 | Free | View in iTunes |
| 19 | VideoLecture 19: Shortest Paths III: All-pairs Shortest Paths, Matrix Multiplication, Floyd-Warshall, Johnson | -- | 7/9/2015 | Free | View in iTunes |
| 20 | VideoLecture 22: Advanced Topics | -- | 7/9/2015 | Free | View in iTunes |
| 21 | VideoLecture 23: Advanced Topics (cont.) | -- | 7/9/2015 | Free | View in iTunes |
| 22 | VideoLecture 24: Advanced Topics (cont | -- | 7/9/2015 | Free | View in iTunes |
| 23 | VideoLecture 25: Advanced Topics (cont.)/Discussion of Follow-on Classes | -- | 7/9/2015 | Free | View in iTunes |
| 23 Items |
Customer Reviews
helpful
help me alot to understand this book
Fantastic!
What a fanastic resource, even for OCW! I love the course structure, and Erik rocks (try the skip lists lecture). The only complaint I have is that the audio is mixed horribly low. Although the board is perfectly legible on my iphone, it's nearly impossible to listen to on a bus or train.
Great supplement
If you've tried reading "Introduction to Algorithms" and felt lost at any point, this is a fantastic series to really hammer home some of the concepts.
- Free
- Category: Technology
- Language: English
- © http://ocw.mit.edu; Creative Commons Attribution-NonCommercial-ShareAlike 3.0; http://ocw.mit.edu/terms