Category: Patrick Winston: 6.034 (Artificial Intelligence)

Patrick Winston: 6.034 Lecture 01 — Introduction and Scope

Teaching Excellence at MIT 10 years ago

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Topics include: periodic phenomena (oscillations, waves); SHO; complex notation; differential equations; physical pendulum. Recorded Sept. 9, 2004.

Patrick Winston: 6.034 Lecture 13 — Learning: Genetic Algorithms

Teaching Excellence at MIT 10 years ago

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Recorded October 27, 2010.

Patrick Winston: 6.034 Lecture 12 — Learning: Neural Nets, Back Propagation

Teaching Excellence at MIT 10 years ago

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Recorded October 25, 2010.

Patrick Winston: 6.034 Lecture 05 — Search: Optimal, Branch and Bound, A*

Teaching Excellence at MIT 10 years ago

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Recorded September 22, 2010.

Patrick Winston: 6.034 Lecture 07 — Constraints in Drawing Interpretation

Teaching Excellence at MIT 10 years ago

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Recorded October 4th, 2010.

Patrick Winston: 6.034 Lecture 06 — Search: Games, Minimax, and Alpha Beta

Teaching Excellence at MIT 10 years ago

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Recorded September 27, 2010.

Patrick Winston: 6.034 Lecture 02 — Reasoning: Goal Trees and Problem Solving

Teaching Excellence at MIT 10 years ago

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Recorded September 13, 2010.

Patrick Winston: 6.034 Lecture 03 — Reasoning: Goal Trees and Rule Based Expert Systems

Teaching Excellence at MIT 10 years ago

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Patrick Winston: 6.034 Lecture 16 — Learning: Support Vector Machines

Teaching Excellence at MIT 10 years ago

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Recorded November 8, 2010.

Patrick Winston: 6.034 Lecture 17 — Learning: Boosting

Teaching Excellence at MIT 10 years ago

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Recorded November 15, 2010.