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Sl.No Chapter Name MP4 Download Transcript Download
1Lec 1: Introduction to Artificial IntelligenceDownloadDownload
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2Lec 2: Problem Solving as State Space SearchDownloadDownload
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3Lec 3: Uninformed SearchDownloadDownload
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4Lec 4: Heuristic SearchDownloadDownload
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5Lec 5: Informed Search DownloadDownload
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6Lec 6: Constraint Satisfaction ProblemsDownloadDownload
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7Lec 7: Searching AND/OR GraphsDownloadDownload
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8Lec 8: Game PlayingDownloadDownload
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9Lec 9: Minimax + Alpha-BetaDownloadDownload
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10Lec 10: Introduction to Knowledge RepresentationDownloadDownload
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11Lec 11: Propositional LogicDownloadDownload
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12Lec 12: First Order Logic -IDownloadDownload
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13Lec 13: First Order Logic -IIDownloadDownload
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14Lec 14: Inference in First Order Logic -IDownloadDownload
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15Lec 15: Inference in FOL - IIDownloadDownload
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16Lec 16: Answer ExtractionDownloadDownload
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17Lec 17: Procedural Control of ReasoningDownloadDownload
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18Lec 18: Reasoning under UncertaintyDownloadDownload
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19Lec 19: Bayesian NetworkDownloadDownload
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20Lec 20: Decision NetworkDownloadDownload
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21Lec 21: Introduction to Planning DownloadDownload
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22Lec 22: Plan Space PlanningDownloadDownload
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23Lec 23: Planning Graph and GraphPlanDownloadDownload
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24Lec 24: Practical Planning and ActingDownloadDownload
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25Lec 25: Sequential Decision ProblemsDownloadDownload
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26Lec 26: Making Complex DecisionsDownloadDownload
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27Lec 27: Introduction to Machine Learning DownloadDownload
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28Lec 28: Learning Decision TreesDownloadDownload
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29Lec 29: Linear RegressionDownloadDownload
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30Lec 30: Support Vector Machines DownloadDownload
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31Lec 31: Unsupervised Learning DownloadDownload
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32Lec 32: Reinforcement LearningDownloadDownload
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33Lec 33: Learning in Neural NetworksDownloadDownload
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34Lec 34: Deep Learning: A Brief OverviewDownloadDownload
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