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Description

Course Features

  • Video lectures
  • Captions/transcript
  • Selected lecture notes
  • Assignments: problem sets with solutions
  • Assignments: programming with examples
  • Exams and solutions

Course Highlights

This course features a complete set of lecture notes and videos. The course textbook was co-written by Prof. Leiserson.

Course 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.

This course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5503 (Analysis and Design of Algorithms).

Tags

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Syllabus

Lec 1 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 2 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 3 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 4 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 5 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 6 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 7 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 8 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 9 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 10 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 11 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 12 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 13 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 14 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 15 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 16 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 17 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 18 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 19 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 22 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 23 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 24 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.Lec 25 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.

Online Course


No certificate

Course Features

  • Video lectures
  • Captions/transcript
  • Selected lecture notes
  • Assignments: problem sets with solutions
  • Assignments: programming with examples
  • Exams and solutions

Course Highlights

This course features a complete set of lecture notes and videos. The course textbook was co-written by Prof. Leiserson.

Course 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.

This course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5503 (Analysis and Design of Algorithms).

Lec 1 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 2 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 3 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 4 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 5 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 6 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 7 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 8 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 9 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 10 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 11 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 12 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 13 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 14 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 15 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 16 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 17 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 18 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 19 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 22 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 23 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.
Lec 24 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.Lec 25 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005.

Tags


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