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| Lecture 1 - Introduction and Scope.mp4 |
2022-09-18 |
169.21 MiB |
| Lecture 10 - Introduction to Learning, Nearest Neighbors.mp4 |
2022-09-18 |
169.26 MiB |
| Lecture 11 - Learning - Identification Trees, Disorder.mp4 |
2022-09-18 |
171.45 MiB |
| Lecture 12A - Neural Nets.mp4 |
2022-09-18 |
113.32 MiB |
| Lecture 12B - Deep Neural Nets.mp4 |
2022-09-18 |
109.70 MiB |
| Lecture 13 - Learning - Genetic Algorithms.mp4 |
2022-09-18 |
155.64 MiB |
| Lecture 14 - Learning - Sparse Spaces, Phonology.mp4 |
2022-09-18 |
164.25 MiB |
| Lecture 15 - Learning - Near Misses, Felicity Conditions.mp4 |
2022-09-18 |
165.70 MiB |
| Lecture 16 - Learning - Support Vector Machines.mp4 |
2022-09-18 |
176.29 MiB |
| Lecture 17 - Learning - Boosting.mp4 |
2022-09-18 |
171.38 MiB |
| Lecture 18 - Representations - Classes, Trajectories, Transitions.mp4 |
2022-09-18 |
175.44 MiB |
| Lecture 19 - Architectures - GPS, SOAR, Subsumption, Society of Mind.mp4 |
2022-09-18 |
168.70 MiB |
| Lecture 2 - Reasoning - Goal Trees and Problem Solving.mp4 |
2022-09-18 |
163.11 MiB |
| Lecture 21 - Probabilistic Inference I.mp4 |
2022-09-18 |
163.03 MiB |
| Lecture 22 - Probabilistic Inference II.mp4 |
2022-09-18 |
167.10 MiB |
| Lecture 23 - Model Merging, Cross-Modal Coupling, Course Summary.mp4 |
2022-09-18 |
176.04 MiB |
| Lecture 3 - Reasoning - Goal Trees and Rule-Based Expert Systems.mp4 |
2022-09-18 |
174.54 MiB |
| Lecture 4 - Search - Depth-First, Hill Climbing, Beam.mp4 |
2022-09-18 |
173.38 MiB |
| Lecture 5 - Search - Optimal, Branch and Bound, Astar.mp4 |
2022-09-18 |
167.44 MiB |
| Lecture 6 - Search - Games, Minimax, and Alpha-Beta.mp4 |
2022-09-18 |
162.90 MiB |
| Lecture 7 - Constraints - Interpreting Line Drawings.mp4 |
2022-09-18 |
164.53 MiB |
| Lecture 8 - Constraints - Search, Domain Reduction.mp4 |
2022-09-18 |
99.84 MiB |
| Lecture 9 - Constraints - Visual Object Recognition.mp4 |
2022-09-18 |
186.41 MiB |