Category: Patrick Winston: 6.034 (Artificial Intelligence)
Patrick Winston: 6.034 Lecture 16 — Learning: Support Vector Machines
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Recorded November 8, 2010.
Patrick Winston: 6.034 Lecture 22 — Probabilistic Inference II
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Recorded December 6, 2010.
Patrick Winston: 6.034 Lecture 18 — Representation: Classes, Trajectories, Transitions
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Recorded November 17, 2010.
Patrick Winston: 6.034 Lecture 21 — Probabilistic Inference I
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Recorded November 29, 2010.
Patrick Winston: 6.034 Lecture 12 — Learning: Neural Nets, Back Propagation
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Recorded October 25, 2010.
Patrick Winston: 6.034 Lecture 01 — Introduction and Scope
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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 06 — Search: Games, Minimax, and Alpha Beta
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Recorded September 27, 2010.
Patrick Winston: 6.034 Lecture 23 — Model Merging, Cross Modal Coupling, Conclusion and Summary
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Recorded December 8, 2010.
Patrick Winston: 6.034 Lecture 05 — Search: Optimal, Branch and Bound, A*
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Recorded September 22, 2010.
Patrick Winston: 6.034 Lecture 03 — Reasoning: Goal Trees and Rule Based Expert Systems
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