The material in this course constitutes a common foundation for work in machine learning, signal processing, artificial intelligence, computer vision, control, and communication. Image courtesy of Nebraska Oddfish on Flickr.
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- MIT 6.046J Design and Analysis of Algorithms, Spring 2015.
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- Introduction to Algorithms (SMA 5503).
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MIT 6.S Introduction to Deep Learning
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Introduction to Algorithms
The course textbook was co-written by Prof. 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.
OCW has published multiple versions of this subject. Archived versions:. Charles Leiserson, and Erik Demaine.