[ocw.mit.edu] Introduction to algorithms [2009, ENG]

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roman_alexeev · 18-Июл-12 21:33 (12 лет 11 месяцев назад, ред. 23-Июл-12 17:05)

Introduction to algorithms
Год выпуска: 2009
Производитель: MIT
Сайт производителя: http://ocw.mit.edu
Автор: Prof. Erik Demaine Prof. Charles Leiserson
Продолжительность: 30:05:03
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание:
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.
The textbook for this course is: Cormen, Thomas H., Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. Introduction to Algorithms. 2nd ed. Cambridge, MA: MIT Press. ISBN: 0262032937.
http://ocw.mit.edu/
This content is provided under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 license.
http://ocw.mit.edu/terms/
Содержимое
1. Analysis of Algorithms, Insertion Sort, Mergesort
2. Asymptotic Notation, Recurrences, Substitution, Master Method
3. Divide-and-Conquer: Strassen, Fibonacci, Polynomial Multiplication
4. Quicksort, Randomized Algorithms
5. Linear-time Sorting: Lower Bounds, Counting Sort, Radix Sort
6. Order Statistics, Median
7. Hashing, Hash Functions
8. Universal Hashing, Perfect Hashing
9. Quiz 1
10. Relation of BSTs to Quicksort, Analysis of Random BST
11. Red-black Trees, Rotations, Insertions, Deletions
12. Augmenting Data Structures, Dynamic Order Statistics, Interval Trees
13. Skip Lists
14. Amortized Algorithms, Table Doubling, Potential Method
15. Competitive Analysis: Self-organizing Lists
16. Dynamic Programming, Longest Common Subsequence
17. Greedy Algorithms, Minimum Spanning Trees
18. Shortest Paths I: Properties, Dijkstra's Algorithm, Breadth-first Search
19. Shortest Paths II: Properties, Dijkstra's Algorithm, Breadth-first Search
20. Shortest Paths III: All-pairs Shortest Paths, Matrix Multiplication, Floyd-Warshall, Johnson
21. Quiz 2
22. Advanced Topics
23. Advanced Topics (cont.)
24. Advanced Topics (cont.)
25. Advanced Topics (cont.), Discussion of Follow-on Classes
26. Final Exam
Формат видео: MP4
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Скриншоты
Доп. информация:
Раздача содержит видеозаписи лекций, презентации по этим лекциям, задачи и экзаменационные вопросы с ответами.
Все файлы содержатся в курсе MIT - Introduction to algorithms, доступном в приложении iTunes U.

Ссылка на курс в iTunes: http://itunes.apple.com/us/itunes-u/introduction-to-algorithms/
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Учебник:
Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein - Introduction to Algorithms, Third Edition
Томас Кормен, Чарльз Лейзерсон, Рональд Ривест, Клиффорд Штайн - Алгоритмы. Построение и анализ. Издание 2-е
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Sovr

Top Seed 04* 320r

Стаж: 17 лет 5 месяцев

Сообщений: 1602

Sovr · 23-Июл-12 11:49 (спустя 4 дня, ред. 23-Июл-12 15:25)

roman_alexeev
А можно ссылку на курс? Возможно я не там смотрю, но пока вижу курсы за 2005 и 2008 годы.
? Скринлисты не являются заменителем оригинальных скриншотов и могут служить только в качестве дополнения.
Дооформите, пожалуйста.

О дооформлении сообщайте в [ЛС].
Не забудьте приложить ссылку на раздачу и указать, что было изменено.
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azahell

Стаж: 16 лет 11 месяцев

Сообщений: 40


azahell · 25-Авг-12 13:25 (спустя 1 месяц 2 дня)

http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-int...-5503-fall-2005/
Ссылка на страницу курса в каталоге MIT.
http://www.youtube.com/course?category=University%2FEngineering%2FComputer%2520Sc...&feature=edu
Ссылка на курс на Ютюбе. Хотя туда курс залит в 2009го, сам курс был снят в 2005м. На Ютюбе также можно смотреть включив ансабы.
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vers2

Стаж: 18 лет 1 месяц

Сообщений: 129


vers2 · 18-Дек-13 17:02 (спустя 1 год 3 месяца)

Жаль только, что около половины материала (все recitations и несколько лекций) курса Introduction to Algorithms они не засняли, но активно ссылаются на него во время лекций. Полный список тем курса у них есть вот на этой странице: http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-int...l-2005/readings/
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vers2

Стаж: 18 лет 1 месяц

Сообщений: 129


vers2 · 29-Дек-13 10:51 (спустя 10 дней)

PS. Оказывается, на MIT OCW есть гораздо более полная запись курса от 2011 года (там пропущено только два семинара): http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-intr...l-2011/index.htm
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krotic

Стаж: 17 лет 7 месяцев

Сообщений: 291


krotic · 30-Дек-13 00:04 (спустя 13 часов)

vers2
Оно есть и в iTunes U тоже.
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Crab2015

Стаж: 16 лет 9 месяцев

Сообщений: 20


Crab2015 · 15-Янв-14 23:56 (спустя 16 дней)

krotic писал(а):
62314346vers2
Оно есть и в iTunes U тоже.
А где в iTunes U? Я не смог найти, хотя раньше вроде было... Такое ощущение, как будто они удалили курсы MIT
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krotic

Стаж: 17 лет 7 месяцев

Сообщений: 291


krotic · 16-Янв-14 07:52 (спустя 7 часов)

Crab2015
Картинка поменялась
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imaxvelll

Стаж: 10 лет 9 месяцев

Сообщений: 2


imaxvelll · 26-Янв-21 18:18 (спустя 7 лет, ред. 26-Янв-21 18:18)

Кто-то еще может стать на раздачу?
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