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19 Search Optimality Answer ad.mp4
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Unit 1 2 Intelligent Agents ad.mp4
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Unit 1 3 Applications of AI ad.mp4
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Unit 1 4 Terminology ad.mp4
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Unit 1 5 Checkers Answer ad.mp4
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Unit 1 6 Poker ad.mp4
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Unit 1 7 Poker Answer ad.mp4
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1.85 MB
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Unit 1 8 Robotic Car ad.mp4
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1.43 MB
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Unit 1 9 Robotic Car Answer ad.mp4
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1.84 MB
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Unit 10 01 Introduction.mp4.mp4
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1.91 MB
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Unit 10 02 Successes.mp4.mp4
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8.56 MB
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Unit 10 03 Forms of Learning.mp4.mp4
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Unit 10 04 Forms of Learning Question.mp4.mp4
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Unit 10 05 Forms of Learning Answer.mp4.mp4
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Unit 10 06 MDP Review.mp4.mp4
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Unit 10 07 Solving a MDP.mp4.mp4
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Unit 10 08 Agents of Reinforcement Learning.mp4.mp4
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Unit 10 09 Passive vs Active.mp4.mp4
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Unit 10 10 Passive Temporal Difference Learning.mp4.mp4
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Unit 10 11 Passive Agent Results.mp4.mp4
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3.28 MB
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Unit 10 12 Weaknesses Question.mp4.mp4
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3.79 MB
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Unit 10 13 Weaknesses Answers.mp4.mp4
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3.24 MB
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Unit 10 14 Active Reinforcement Learning.mp4.mp4
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Unit 10 15 Greedy Agent Results.mp4.mp4
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Unit 10 16 Balancing Policy.mp4.mp4
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Unit 10 17 Errors in Utility Questions.mp4.mp4
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Unit 10 18 Errors in Utility Answers.mp4.mp4
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Unit 10 19 Exploration Agents.mp4.mp4
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3.76 MB
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Unit 10 2 Successes.mp4.mp4
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9.59 MB
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Unit 10 20 Exploration Agent Results.mp4.mp4
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2.73 MB
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Unit 10 21 Q Learning 1.mp4.mp4
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4.41 MB
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Unit 10 22 Q Learning 2.mp4.mp4
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4.68 MB
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Unit 10 23 Pacman 1.mp4.mp4
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Unit 10 24 Pacman 2.mp4.mp4
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Unit 10 25 Conclusion.mp4.mp4
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2.35 MB
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Unit 11 01.mp4 Introduction.mp4.mp4
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3.95 MB
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Unit 11 02.mp4 Hidden Markov Models.mp4.mp4
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2.84 MB
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Unit 11 03.mp4 Bayes Network of HMMs.mp4.mp4
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5.45 MB
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Unit 11 04.mp4 Localization Problem Examples.mp4.mp4
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13.03 MB
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Unit 11 05.mp4 Markov Chain Question 1.mp4.mp4
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3.75 MB
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Unit 11 06.mp4 Markov Chain Answer 1.mp4.mp4
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Unit 11 07.mp4 Markov Chain Question 2.mp4.mp4
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1.49 MB
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Unit 11 08.mp4 Markov Chain Answer 2.mp4.mp4
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4.12 MB
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Unit 11 09.mp4 Stationary Distribution.mp4.mp4
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8.46 MB
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Unit 11 10.mp4 Stationary Distribution Question-.mp4.mp4
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835.05 KB
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Unit 11 11.mp4 Stationary Distribution Answer.mp4.mp4
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5.27 MB
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Unit 11 12.mp4 Finding Transition Probabilities.mp4.mp4
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6.05 MB
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Unit 11 13.mp4 Transition Probabilities Question.mp4.mp4
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1.09 MB
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Unit 11 14.mp4 Transition Probabilities Answer.mp4.mp4
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2.23 MB
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Unit 11 15.mp4 Laplacian Smoothing Question.mp4.mp4
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4.83 MB
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Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.mp4
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6.37 MB
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Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.mp4
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13.05 MB
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Unit 11 18.mp4 Happy Grumpy Question.mp4.mp4
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2.42 MB
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Unit 11 19.mp4 Happy Grumpy Answer.mp4.mp4
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3.05 MB
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Unit 11 20.mp4 Wow You Understand.mp4.mp4
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1.64 MB
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Unit 11 21.mp4 HMMs and Robot Localization.mp4.mp4
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9.43 MB
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Unit 11 22.mp4 HMM Equations.mp4.mp4
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8.12 MB
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Unit 11 23 HMM Localization Example.mp4.mp4
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Unit 11 24.mp4 Particle Filters.mp4.mp4
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11.86 MB
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Unit 11 25.mp4 Localization and Particle Filters.mp4.mp4
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13.77 MB
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Unit 11 26.mp4 Particle Filter Algorithm.mp4.mp4
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Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.mp4
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5.1 MB
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Unit 11 28.mp4 Conclusion.mp4.mp4
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2.61 MB
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Unit 13 01 Introduction.mp4.mp4
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1.57 MB
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Unit 13 02 Technologies Question.mp4.mp4
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4.14 MB
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Unit 13 03 Technologies Answer.mp4.mp4
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1.93 MB
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Unit 13 04 Games Question.mp4.mp4
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3.7 MB
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Unit 13 05 Games Answer.mp4.mp4
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5.89 MB
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Unit 13 06 Single Player Game.mp4.mp4
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6.64 MB
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Unit 13 07 Two Player Game.mp4.mp4
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12.31 MB
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Unit 13 08 Two Player Function.mp4.mp4
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5.39 MB
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Unit 13 09 Time Complexity Question.mp4.mp4
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2.96 MB
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Unit 13 10 Time Complexity Answer.mp4.mp4
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709.35 KB
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Unit 13 11 Space Complexity Question.mp4.mp4
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1.38 MB
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Unit 13 12 Space Complexity Answer.mp4.mp4
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1.67 MB
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Unit 13 13 Chess Question.mp4.mp4
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2.5 MB
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Unit 13 14 Chess Answer.mp4.mp4
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744.72 KB
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Unit 13 15 Complexity Reduction Question.mp4.mp4
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1.69 MB
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Unit 13 16 Complexity Reduction Answer.mp4.mp4
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253.5 KB
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Unit 13 17 Review Question.mp4.mp4
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3.29 MB
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Unit 13 18 Review Answer.mp4.mp4
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1.52 MB
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Unit 13 19 Reduce B.mp4.mp4
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5.31 MB
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Unit 13 20 Reduce B Question.mp4.mp4
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435.98 KB
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Unit 13 21 Reduce B Answer.mp4.mp4
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1.46 MB
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Unit 13 22 Reduce M.mp4.mp4
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7.94 MB
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Unit 13 23 Computing State Values.mp4.mp4
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5.39 MB
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Unit 13 24 Complexity Reduction Benefits.mp4.mp4
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9.01 MB
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Unit 13 25 Pacman Question.mp4.mp4
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3.12 MB
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Unit 13 26 Pacman Answer.mp4.mp4
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5.9 MB
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Unit 13 27 Chance.mp4.mp4
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4.86 MB
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Unit 13 28 Chance Question.mp4.mp4
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2.55 MB
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Unit 13 29 Chance Answer.mp4.mp4
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3.63 MB
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Unit 13 30 Terminal State Question.mp4.mp4
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563.46 KB
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Unit 13 31 Terminal State Answer.mp4.mp4
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2.41 MB
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Unit 13 32 Game Tree Question 1.mp4.mp4
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1.05 MB
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Unit 13 33 Game Tree Answer 1.mp4.mp4
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904.28 KB
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Unit 13 34 Game Tree Question 2.mp4.mp4
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2.64 MB
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Unit 13 35 Game Tree Answer 2.mp4.mp4
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1.73 MB
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Unit 13 36 Conclusion.mp4.mp4
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5.56 MB
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Unit 14 01 Introduction.mp4.mp4
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5.31 MB
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Unit 14 02 Dominant Strategy Question.mp4.mp4
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8.93 MB
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Unit 14 03 Dominant Strategy Answer.mp4.mp4
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1.82 MB
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Unit 14 04 Pareto Optimal Question.mp4.mp4
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1.86 MB
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Unit 14 05 Pareto Optimal Answer.mp4.mp4
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891.33 KB
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Unit 14 06 Equilibrium Question.mp4.mp4
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1.73 MB
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Unit 14 07 Equilibrium Answer.mp4.mp4
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2.73 MB
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Unit 14 08 Game Console Question 1.mp4.mp4
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4.73 MB
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Unit 14 09 Game Console Answer 1.mp4.mp4
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1.45 MB
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Unit 14 10 Game Console Question 2.mp4.mp4
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499.86 KB
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Unit 14 11 Game Console Answer 2.mp4.mp4
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1.12 MB
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Unit 14 12 2 Finger Morra.mp4.mp4
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5.74 MB
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Unit 14 13 Tree Question.mp4.mp4
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5.74 MB
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Unit 14 14 Tree Answer.mp4.mp4
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3.71 MB
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Unit 14 15 Mixed Strategy.mp4.mp4
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7.55 MB
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Unit 14 16 Solving the Game.mp4.mp4
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7.17 MB
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Unit 14 17 Mixed Strategy Issues.mp4.mp4
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8.17 MB
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Unit 14 18 2x2 Game Question 1.mp4.mp4
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2.52 MB
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Unit 14 19 2x2 Game Answer 1.mp4.mp4
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2.17 MB
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Unit 14 20 2x2 Game Question 2.mp4.mp4
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1.34 MB
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Unit 14 21 2x2 Game Answer 2.mp4.mp4
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4.99 MB
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Unit 14 22 Geometric Interpretation.mp4.mp4
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5.69 MB
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Unit 14 23 Poker.mp4.mp4
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10.86 MB
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Unit 14 24 Game Theory Strategies.mp4.mp4
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6.1 MB
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Unit 14 25 Fed vs Politicians Question.mp4.mp4
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3.38 MB
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Unit 14 26 Fed Vs Politicians Answer.mp4.mp4
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6.04 MB
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Unit 14 27 Mechanism Design.mp4.mp4
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6.09 MB
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Unit 14 28 Auction Question.mp4.mp4
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8.74 MB
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Unit 14 29 Auction Answer.mp4.mp4
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3.16 MB
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Unit 15 01 Introduction.mp4.mp4
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2.02 MB
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Unit 15 02 Scheduling.mp4.mp4
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2.46 MB
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Unit 15 03 Schedule Question.mp4.mp4
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5.68 MB
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Unit 15 04 Schedule Answer.mp4.mp4
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3.16 MB
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Unit 15 05 Resources Question.mp4.mp4
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4.11 MB
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Unit 15 06 Resources Answer.mp4.mp4
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2.92 MB
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Unit 15 07 Extending Planning.mp4.mp4
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3.08 MB
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Unit 15 08 Hierarchical Planning.mp4.mp4
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Unit 15 09 Refinement Planning.mp4.mp4
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5.34 MB
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Unit 15 10 Reachable States.mp4.mp4
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5.76 MB
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Unit 15 11 Reachable States Question.mp4.mp4
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6.34 MB
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Unit 15 12 Reachable States Answer.mp4.mp4
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3.12 MB
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Unit 15 13 Conformant Plan Question.mp4.mp4
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5.97 MB
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Unit 15 14 Conformant Plan Answer.mp4.mp4
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1.39 MB
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Unit 15 15 Sensory Plan Question.mp4.mp4
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1.81 MB
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Unit 15 16 Sensory Plan Answer.mp4.mp4
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3.17 MB
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Unit 16 01 Introduction.mp4.mp4
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7.72 MB
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Unit 16 02 Image Formation.mp4.mp4
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9.18 MB
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Unit 16 03 Projection Length Question.mp4.mp4
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1.37 MB
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Unit 16 04 Projection Length Answer.mp4.mp4
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2.44 MB
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Unit 16 05 Focal Length Question.mp4.mp4
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1.19 MB
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Unit 16 06 Focal Length Answer.mp4.mp4
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1.31 MB
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Unit 16 07 Range Question.mp4.mp4
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2.2 MB
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Unit 16 08 Range Answer.mp4.mp4
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1.73 MB
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Unit 16 09 Perspective Projection.mp4.mp4
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3.98 MB
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Unit 16 10 Vanishing Points.mp4.mp4
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4.37 MB
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Unit 16 11 Vanishing Points Question.mp4.mp4
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1.32 MB
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Unit 16 12 Vanishing Points Answer.mp4.mp4
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2.22 MB
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Unit 16 13 Lenses.mp4.mp4
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7.13 MB
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Unit 16 14 Computer Vision.mp4.mp4
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4.98 MB
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Unit 16 15 Invariance Question A.mp4.mp4
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4.45 MB
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Unit 16 16 Invariance Answer A.mp4.mp4
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568.05 KB
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Unit 16 17 Invariance Question B.mp4.mp4
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1.12 MB
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Unit 16 18 Invariance Answer B.mp4.mp4
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1.23 MB
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Unit 16 19 Invariance Question C.mp4.mp4
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970.2 KB
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Unit 16 20 Invariance Answer C.mp4.mp4
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1.28 MB
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Unit 16 21 Invariance Question D.mp4.mp4
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1.09 MB
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Unit 16 22 Invariance Answer D.mp4.mp4
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716.84 KB
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Unit 16 23 Invariance Question E.mp4.mp4
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872.98 KB
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Unit 16 24 Invariance Answer E.mp4.mp4
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529.97 KB
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Unit 16 25 Final Invariance Type.mp4.mp4
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1.8 MB
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Unit 16 26 Importance of Invariance.mp4.mp4
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2.24 MB
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Unit 16 27 Greyscale Images.mp4.mp4
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5.92 MB
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Unit 16 28 Extracting Features.mp4.mp4
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10.3 MB
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Unit 16 29 Extracting Features Question.mp4.mp4
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1.23 MB
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Unit 16 30 Extracting Features Answer.mp4.mp4
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1.59 MB
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Unit 16 31 Linear Filter.mp4.mp4
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5.1 MB
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Unit 16 32 Horizontal Edge Question.mp4.mp4
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1.24 MB
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Unit 16 33 Horizontal Edge Answer.mp4.mp4
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1.47 MB
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Unit 16 34 Vertical Filter Question.mp4.mp4
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1.07 MB
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Unit 16 35 Vertical Filter Answer.mp4.mp4
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1.32 MB
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Unit 16 36 Filter Results.mp4.mp4
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2.37 MB
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Unit 16 37 Gradient Images.mp4.mp4
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5.56 MB
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Unit 16 38 Canny Edge Detector.mp4.mp4
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5.06 MB
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Unit 16 39 Other Masks.mp4.mp4
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2.02 MB
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Unit 16 40 Prewitt Mask Question.mp4.mp4
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860.43 KB
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Unit 16 41 Prewitt Mask Answer.mp4.mp4
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649.6 KB
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Unit 16 42 Gaussian Kernel Question.mp4.mp4
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3.1 MB
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Unit 16 43 Gaussian Kernel Answer.mp4.mp4
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1.51 MB
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Unit 16 44 Reasons for Gaussian Kernels.mp4.mp4
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11.07 MB
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Unit 16 45 Harris Corner Detector.mp4.mp4
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8.88 MB
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Unit 16 46 Modern Feature Detectors.mp4.mp4
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5.39 MB
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Unit 16 47 Conclusion.mp4.mp4
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2.44 MB
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Unit 17 01 Introduction.mp4.mp4
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2.26 MB
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Unit 17 02 Depth Question.mp4.mp4
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1.3 MB
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Unit 17 03 Depth Answer.mp4.mp4
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3.06 MB
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Unit 17 04 Stereo.mp4.mp4
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4.81 MB
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Unit 17 05 Stereo Question.mp4.mp4
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1.16 MB
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Unit 17 06 Stereo Answer.mp4.mp4
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4.1 MB
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Unit 17 07 Solving for Depth.mp4.mp4
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6.12 MB
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Unit 17 08 Solve Depth Question.mp4.mp4
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2.05 MB
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Unit 17 09 Solve Depth Answer.mp4.mp4
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920.84 KB
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Unit 17 10 Change in X Question.mp4.mp4
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1.42 MB
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Unit 17 11 Change in X Answer.mp4.mp4
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868.56 KB
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Unit 17 12 Focal Length Question.mp4.mp4
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1.52 MB
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Unit 17 13 Focal Length Answer.mp4.mp4
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951.52 KB
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Unit 17 14 Correspondence Question.mp4.mp4
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1.84 MB
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Unit 17 15 Correspondence Answer.mp4.mp4
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3.62 MB
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Unit 17 16 Determine Correspondence Question.mp4.mp4
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Unit 17 17 Determine Correspondence Answer.mp4.mp4
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Unit 17 18 SSD Minimization.mp4.mp4
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Unit 17 19 Disparity Maps.mp4.mp4
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Unit 17 20 Context Question.mp4.mp4
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Unit 17 21 Context Answer.mp4.mp4
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Unit 17 22 Alignment 1 Question.mp4.mp4
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Unit 17 23 Alignment 1 Answer.mp4.mp4
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1.4 MB
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Unit 17 24 Alignment 2 Question.mp4.mp4
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Unit 17 25 Alignment 2 Answer.mp4.mp4
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2.91 MB
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Unit 17 26 Dynamic Programming.mp4.mp4
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13 MB
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Unit 17 27 Pixel Correspondence Question 1.mp4.mp4
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2.15 MB
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Unit 17 28 Pixel Correspondence Answer 1.mp4.mp4
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2.28 MB
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Unit 17 29 Pixel Correspondence Question 2.mp4.mp4
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Unit 17 30 Pixel Correspondence Answer 2.mp4.mp4
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Unit 17 31 Finding the Best Alignment.mp4.mp4
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Unit 17 32 Correspondence Issues.mp4.mp4
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Unit 17 33 Improving Stereo Vision.mp4.mp4
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Unit 18 01 Structure from Motion Question.mp4.mp4
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Unit 18 02 Structure from Motion Answer.mp4.mp4
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1.58 MB
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Unit 18 03 Projection Question.mp4.mp4
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2.19 MB
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Unit 18 04 Projection Answer.mp4.mp4
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2.69 MB
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Unit 18 05 Structure from Motion Models.mp4.mp4
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Unit 18 06 SFM Math.mp4.mp4
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Unit 18 07 Recovered Unknowns Question.mp4.mp4
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Unit 18 08 Recovered Unknowns Answer.mp4.mp4
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Unit 18 09 Conclusion.mp4.mp4
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Unit 19 01 Autonomous Vehicle Intro 1.mp4.mp4
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18.78 MB
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Unit 19 02 Autonomous Vehicle Intro 2.mp4.mp4
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25.71 MB
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Unit 19 03 Robotics Introduction.mp4.mp4
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Unit 19 04 Robotics Question.mp4.mp4
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1.74 MB
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Unit 19 05 Robotics Answer.mp4.mp4
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2.18 MB
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Unit 19 06 Kinematic Question 1.mp4.mp4
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Unit 19 07 Kinematic Answer 1.mp4.mp4
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Unit 19 08 Kinematic Question 2.mp4.mp4
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775.62 KB
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Unit 19 09 Kinematic Answer 2.mp4.mp4
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1.31 MB
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Unit 19 10 Dynamic Question.mp4.mp4
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683.57 KB
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Unit 19 11 Dynamic Answer.mp4.mp4
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2.34 MB
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Unit 19 12 Helicopter Question 1.mp4.mp4
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1.05 MB
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Unit 19 13 Helicopter Answer 1.mp4.mp4
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1.79 MB
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Unit 19 14 Helicopter Question 2.mp4.mp4
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357.44 KB
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Unit 19 15 Helicopter Answer 2.mp4.mp4
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1.76 MB
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Unit 19 16 Localization.mp4.mp4
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5.17 MB
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Unit 19 17 Monte Carlo Localization.mp4.mp4
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Unit 19 18 Localization Question 1.mp4.mp4
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1.57 MB
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Unit 19 19 Localization Answer 1.mp4.mp4
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2.38 MB
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Unit 19 20 Localization Question 2.mp4.mp4
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1.47 MB
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Unit 19 21 Localization Answer 2.mp4.mp4
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Unit 1w, 1 Introduction.mp4
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6.34 MB
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Unit 1w, 10 AI and Uncertainty.mp4
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4.61 MB
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Unit 1w, 11 Examples of AI in Practice.mp4
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14.05 MB
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Unit 1w, 12 Chinese Translation Answer.mp4
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4.09 MB
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Unit 1w, 13 Chinese Translation Answer 2.mp4
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2.48 MB
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Unit 1w, 14 Chinese Translation Answer 3.mp4
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4.91 MB
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Unit 1w, 15 Congratulations.mp4
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2.95 MB
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Unit 1w, 2 Intelligent Agents.mp4
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Unit 1w, 3 Applications of AI.mp4
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20.14 MB
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Unit 1w, 4 Terminology.mp4
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16.45 MB
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Unit 1w, 5 Checkers Answer.mp4
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2.8 MB
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Unit 1w, 6 Poker.mp4
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Unit 1w, 7 Poker Answer.mp4
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1.64 MB
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Unit 1w, 8 Robotic Car.mp4
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1.18 MB
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Unit 1w, 9 Robotic Car Answer.mp4
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1.78 MB
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Unit 2, Topic 1, Introduction.mp4
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4.56 MB
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Unit 2, Topic 10, Graph Search Answer.mp4
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1.49 MB
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Unit 2, Topic 11, Graph Search Termination.mp4
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4.68 MB
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Unit 2, Topic 12, Uniform Cost Search.mp4
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2.65 MB
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Unit 2, Topic 13, Uniform Cost Search.mp4
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2.45 MB
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Unit 2, Topic 14, Uniform Cost Search.mp4
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2.96 MB
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Unit 2, Topic 15, Uniform Cost Search.mp4
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972.42 KB
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Unit 2, Topic 16, Uniform Cost Termination.mp4
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3.78 MB
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Unit 2, Topic 17, Uniform Cost Termination Answer.mp4
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5.45 MB
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Unit 2, Topic 18, Depth First Search.mp4
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5.61 MB
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Unit 2, Topic 19, Search Optimality Answer.mp4
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5.62 MB
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Unit 2, Topic 2, Route Finding Question.mp4
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13.34 MB
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Unit 2, Topic 20, Storage Requirements, Completeness.mp4
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6.26 MB
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Unit 2, Topic 21, Completeness Answer.mp4
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2.52 MB
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Unit 2, Topic 22, More on Uniform Cost Search.mp4
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13.86 MB
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Unit 2, Topic 23, A-Star Search ANSWER.mp4
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941.76 KB
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Unit 2, Topic 23, A-Star Search.mp4
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10.98 MB
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Unit 2, Topic 24, A-Star Second Question ANSWER.mp4
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876.93 KB
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Unit 2, Topic 24, A-Star Second Question.mp4
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2.85 MB
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Unit 2, Topic 25, A-Star Third Question ANSWER.mp4
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604.51 KB
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Unit 2, Topic 25, A-Star Third Question.mp4
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1.36 MB
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Unit 2, Topic 26, A-Star Fourth Question ANSWER.mp4
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1.39 MB
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Unit 2, Topic 26, A-Star Fourth Question.mp4
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1.84 MB
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Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.mp4
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2.59 MB
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Unit 2, Topic 27, A-Star Fifth Question.mp4
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5.07 MB
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Unit 2, Topic 28, Optimistic Heuristics.mp4
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4.24 MB
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Unit 2, Topic 29, State Spaces ANSWER.mp4
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1.86 MB
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Unit 2, Topic 29, State Spaces.mp4
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2.99 MB
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Unit 2, Topic 3, Route Finding.mp4
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9.29 MB
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Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.mp4
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2.95 MB
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Unit 2, Topic 30, State Space Diagram and More Complexity.mp4
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5.82 MB
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Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.mp4
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2.24 MB
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Unit 2, Topic 31, Sliding Blocks Puzzle.mp4
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5.63 MB
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Unit 2, Topic 32, Where is the Intelligence.mp4
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10.13 MB
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Unit 2, Topic 33, What Can't Search Do.mp4
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5.78 MB
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Unit 2, Topic 34, Note on Implementation.mp4
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Unit 2, Topic 4, Tree Search.mp4
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10.02 MB
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Unit 2, Topic 5, Tree Search Answer.mp4
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8.98 MB
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Unit 2, Topic 6, Graph Search.mp4
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3.37 MB
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Unit 2, Topic 7, Graph Search Answer.mp4
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2.17 MB
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Unit 2, Topic 8, Graph Search Answer.mp4
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683.73 KB
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Unit 2, Topic 9, More Graph Search.mp4
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1.99 MB
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Unit 20 01 Prediction.mp4.mp4
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4.41 MB
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Unit 20 02 Measurement Question.mp4.mp4
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7.67 MB
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Unit 20 03 Measurement Answer.mp4.mp4
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7.01 MB
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Unit 20 04 Resampling Question.mp4.mp4
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5.55 MB
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Unit 20 05 Resampling Answer.mp4.mp4
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1005.5 KB
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Unit 20 06 Planning Question.mp4.mp4
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2.91 MB
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Unit 20 07 Planning Answer.mp4.mp4
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786.28 KB
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Unit 20 08 Road Graph.mp4.mp4
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|
3.9 MB
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Unit 20 09 Cost Question.mp4.mp4
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|
4.59 MB
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Unit 20 10 Cost Answer.mp4.mp4
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2.64 MB
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Unit 20 11 Dynamic Programming 1.mp4.mp4
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14.11 MB
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Unit 20 12 Dynamic Programming 2.mp4.mp4
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9.84 MB
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Unit 20 13 Robotic Path Planning.mp4.mp4
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8.41 MB
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Unit 20 14 Path Planning Examples.mp4.mp4
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9.98 MB
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Unit 20 15 Conclusion.mp4.mp4
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4.1 MB
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Unit 21 01 Introduction.mp4.mp4
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|
4.09 MB
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Unit 21 02 Language Models.mp4.mp4
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8.96 MB
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Unit 21 03 Bag of Words.mp4.mp4
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3.02 MB
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Unit 21 04 Probabilistic Models.mp4.mp4
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17.27 MB
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Unit 21 05 Language and Learning.mp4.mp4
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6.06 MB
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Unit 21 06 Language Models Question.mp4.mp4
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1.43 MB
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Unit 21 07 Language Models Answer.mp4.mp4
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5.18 MB
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Unit 21 08 Unigram Model Samples.mp4.mp4
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3.01 MB
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Unit 21 09 Bigram Model Samples.mp4.mp4
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1.81 MB
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Unit 21 10 Trigram Model Samples.mp4.mp4
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1.53 MB
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Unit 21 11 N Gram Model Samples.mp4.mp4
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3.59 MB
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Unit 21 12 N Gram Model Question.mp4.mp4
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2.27 MB
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Unit 21 13 N Gram Model Answer.mp4.mp4
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960.61 KB
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Unit 21 14 Probability Question.mp4.mp4
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5.57 MB
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Unit 21 15 Probability Answer.mp4.mp4
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1.61 MB
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Unit 21 16 Language Question.mp4.mp4
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3.41 MB
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Unit 21 17 Language Answer.mp4.mp4
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4.07 MB
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Unit 21 18 Letter Bigram Question.mp4.mp4
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2.01 MB
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Unit 21 19 Letter Bigram Answer.mp4.mp4
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|
1000.92 KB
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Unit 21 20 Trigram Model Question.mp4.mp4
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3.12 MB
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Unit 21 21 Trigram Model Answer.mp4.mp4
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710.44 KB
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Unit 21 22 Classification.mp4.mp4
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4.81 MB
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Unit 21 23 Classification Question.mp4.mp4
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1.58 MB
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Unit 21 24 Classification Answer.mp4.mp4
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|
1.28 MB
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Unit 21 25 Gzip.mp4.mp4
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7.29 MB
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Unit 21 26 Segmentation.mp4.mp4
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3.95 MB
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Unit 21 27 Segmentation Probabilistic Model.mp4.mp4
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4.66 MB
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Unit 21 28 Probabilistic Model Question.mp4.mp4
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1.94 MB
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Unit 21 29 Probabilistic Model Answer.mp4.mp4
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1.27 MB
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Unit 21 30 Best Segmentation 1.mp4.mp4
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4.95 MB
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Unit 21 31 Best Segmentation 2.mp4.mp4
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6.46 MB
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Unit 21 32 Segment Code.mp4.mp4
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2.64 MB
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Unit 21 33 Segment Question 1.mp4.mp4
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3.73 MB
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Unit 21 34 Segment Answer 1.mp4.mp4
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2.4 MB
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Unit 21 35 Segment Question 2.mp4.mp4
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1.56 MB
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Unit 21 36 Segment Answer 2.mp4.mp4
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3.1 MB
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Unit 21 37 Spelling Correction.mp4.mp4
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7.99 MB
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Unit 21 38 Spelling Data.mp4.mp4
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5.77 MB
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Unit 21 39 Correction Example.mp4.mp4
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12.92 MB
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Unit 21 40 Software Engineering.mp4.mp4
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9.28 MB
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Unit 22 01 Sentence Structure.mp4.mp4
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7.06 MB
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Unit 22 02 Parses Question.mp4.mp4
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10.5 MB
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Unit 22 03 Parses Answer.mp4.mp4
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6.98 MB
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Unit 22 04 Problems and Solutions Question.mp4.mp4
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5.65 MB
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Unit 22 05 Problems and Solutions Answer.mp4.mp4
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7.4 MB
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Unit 22 06 Writing Grammars.mp4.mp4
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7.72 MB
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Unit 22 07 PCFG.mp4.mp4
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10.69 MB
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Unit 22 08 PCFG Question.mp4.mp4
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|
1.41 MB
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Unit 22 09 PCFG Answer.mp4.mp4
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|
2.36 MB
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Unit 22 10 Probability Origins.mp4.mp4
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9.63 MB
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Unit 22 11 Resolving Ambiguity.mp4.mp4
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|
8.28 MB
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Unit 22 12 LPCFG.mp4.mp4
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|
16.77 MB
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Unit 22 13 Parsing into a Tree.mp4.mp4
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11.73 MB
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Unit 22 14 Machine Translation.mp4.mp4
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8.33 MB
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Unit 22 15 Translation Example.mp4.mp4
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|
15.59 MB
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Unit 3 1 Introduction.mp4
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|
22.23 MB
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Unit 3 10 Different Type of Bayes Network.mp4
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6.95 MB
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Unit 3 10a Answer.mp4
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2.96 MB
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Unit 3 11 Explaining Away.mp4
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5.74 MB
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Unit 3 11a Answer.mp4
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4.82 MB
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Unit 3 11b Question.mp4
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1.7 MB
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Unit 3 11c Answer.mp4
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10.45 MB
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Unit 3 11d Question.mp4
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6.59 MB
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Unit 3 11e Answer.mp4
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4.32 MB
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Unit 3 11f Conclusion.mp4
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|
10.1 MB
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Unit 3 12 General Bayes Networks.mp4
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|
8.94 MB
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Unit 3 12a Answer.mp4
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|
1.02 MB
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Unit 3 12b Question.mp4
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|
952.08 KB
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Unit 3 12c Answer.mp4
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923.25 KB
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Unit 3 12d Question.mp4
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|
1.84 MB
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Unit 3 12e Answer.mp4
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2.01 MB
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Unit 3 12f Value of the Network.mp4
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1.38 MB
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Unit 3 13 D-Separation.mp4
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1.83 MB
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Unit 3 13a Answer.mp4
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2.71 MB
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Unit 3 13b D-Separation Example.mp4
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|
2.38 MB
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Unit 3 13c Answer.mp4
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|
4.62 MB
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Unit 3 13d D-Separation General Definition.mp4
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8.99 MB
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Unit 3 13e Answer.mp4
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|
3.52 MB
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Unit 3 14 Congratulations.mp4
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|
2.66 MB
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Unit 3 2 Probabilities.mp4
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|
2.09 MB
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Unit 3 2a Answer.mp4
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|
1015.75 KB
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Unit 3 2b Question.mp4
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|
455.13 KB
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Unit 3 2c Answer.mp4
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906.87 KB
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Unit 3 2d Question.mp4
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749.45 KB
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Unit 3 2e Answer.mp4
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782.48 KB
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Unit 3 2f Question.mp4
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1.69 MB
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Unit 3 2g Answer.mp4
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1.23 MB
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Unit 3 2h Question.mp4
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551.92 KB
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Unit 3 2i Answer.mp4
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Unit 3 7 Bayes Rule.mp4
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Unit 4, 10 Monty Hall Problem.mp4
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Unit 4, 4a Answer.mp4
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Unit 4, 7 Rejection Sampling.mp4
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Unit 4, 8 Likelihood Weighting.mp4
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Unit 4, 8a Answer.mp4
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Unit 4, 9 Gibbs Sampling.mp4
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Unit 5 1 Introduction.mp4
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Unit 5 10 Question.mp4
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Unit 5 11 Answer.mp4
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Unit 5 12 Maximum Likelihood.mp4
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Unit 5 13 Answer.mp4
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Unit 5 14 Relationship to Bayes Networks.mp4
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Unit 5 15 Answer.mp4
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Unit 5 19 Answer.mp4
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Unit 5 2 What is Machine Learning.mp4
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Unit 5 20 Question.mp4
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Unit 5 21 Answer and Laplace Smoothing.mp4
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Unit 5 26 Answer.mp4
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Unit 5 27 Summary Naive Bayes.mp4
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Unit 5 28 Advanced SPAM Filtering.mp4
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Unit 5 29 Digit Recognition.mp4
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Unit 5 3 Answer.mp4
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Unit 5 30 Overfitting Prevention.mp4
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Unit 5 31 Classification vs Regression.mp4
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Unit 5 32 Answer.mp4
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Unit 5 33 Linear Regression.mp4
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Unit 5 34 Answer.mp4
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Unit 5 35 More Linear Regression.mp4
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Unit 5 36 Quadratic Loss.mp4
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Unit 5 37 Answer.mp4
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Unit 5 38 Problems with Linear Regression.mp4
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Unit 5 39 Answer.mp4
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Unit 5 4 Stanley DARPA Grand Challenge.mp4
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Unit 5 40 Linear Regression and Complexity Control.mp4
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Unit 5 41 Minimizing Complicated Loss Functions.mp4
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Unit 5 42 Answer.mp4
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Unit 5 43 Question.mp4
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Unit 5 44 Answer.mp4
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Unit 5 45 Question.mp4
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Unit 5 46 Answer.mp4
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Unit 5 47 Gradient Descent Implementation.mp4
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Unit 5 48 Perceptron.mp4
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Unit 5 49 Answer and SVMs.mp4
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Unit 5 5 Taxonomy.mp4
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Unit 5 50 k Nearest Neighbors.mp4
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Unit 5 51 kNN Definition.mp4
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Unit 5 52 Answer.mp4
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Unit 5 53 k as Smoothing Parameter.mp4
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Unit 5 54 Problems with kNN.mp4
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Unit 5 55 Congratulations.mp4
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Unit 5 6 Supervised Learning.mp4
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Unit 5 7 Occam's Razor.mp4
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Unit 5 8 SPAM Detection.mp4
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Unit 5 9 Answer.mp4
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Unit 6 1 Unsupervised Learning.mp4
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Unit 6 3 Google Street View and Clustering.mp4
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Unit 6 4 k-Means Clustering Example.mp4
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Unit 6 4b Answer.mp4
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Unit 6 4f Answer.mp4
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Unit 6 5 Expectation Maximization.mp4
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Unit 6 5a Gaussian Learning.mp4
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Unit 6 5b Maximum Likelihood.mp4
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Unit 6 5e Answer.mp4
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Unit 6 5f Question.mp4
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Unit 6 5g Answer.mp4
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Unit 6 5h Gaussian Summary.mp4
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Unit 6 5i EM as Generalization of k-Means.mp4
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Unit 6 5j EM Algorithm.mp4
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Unit 6 5k Answer.mp4
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Unit 6 5l Question.mp4
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Unit 6 5m Answer.mp4
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Unit 6 5n Question.mp4
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Unit 6 5o Answer.mp4
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Unit 6 5p Choosing k.mp4
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Unit 6 5q Clustering Summary.mp4
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Unit 6 6 Dimensionality Reduction.mp4
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Unit 6 6a Answer.mp4
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Unit 6 6c Answer.mp4
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Unit 6 6d Linear Dimensionality Reduction.mp4
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Unit 6 6f Scan Example.mp4
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Unit 6 6g Piece-Wise Linear Projection.mp4
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Unit 6 7 Spectral Clustering.mp4
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Unit 6 7a Answer.mp4
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Unit 6 7b Spectral Clustering Algorithm.mp4
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Unit 6 7c Answer.mp4
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Unit 6 8 Supervised vs Unsupervised Learning.mp4
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Unit 7 1 Introduction.mp4
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Unit 7 2g Terminology.mp4
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Unit 7 2i Propositional Logic Limitations.mp4
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Unit 7 3a Models.mp4
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Unit 7 3b Syntax.mp4
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Unit 7 3c Vacuum World.mp4
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Unit 7 3d Question.mp4
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Unit 7 3e Answer.mp4
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Unit 7 3g Answer.mp4
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Unit 8 1 Introduction.mp4
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Unit 8 10 Infinite Sequences.mp4
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Unit 8 12 Finding a Successful Plan Question.mp4
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Unit 8 13 Finding a Successful Plan Answer.mp4
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Unit 8 14 Problem Solving via Mathematical Notation.mp4
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Unit 8 15 Tracking the Predict Update Cycle.mp4
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Unit 8 18 Progression Search.mp4
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Unit 8 19 Regression Search.mp4
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Unit 8 2 Problem Solving vs Planning.mp4
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Unit 8 20 Regression vs Progression.mp4
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Unit 8 21 Plan Space Search.mp4
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Unit 8 22 Sliding Puzzle Example.mp4
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Unit 8 23 Situation Calculus 1.mp4
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Unit 8 3 Planning vs Execution.mp4
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Unit 8 4 Vacuum Cleaner Example.mp4
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Unit 8 5 Sensorless Vacumm Cleaner Problem-.mp4
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Unit 8 6 Sensorless Vacuum Cleaner Answer.mp4
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Unit 8 7 Partially Observable Vacuum Cleaner Example.mp4
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Unit 8 9 Stochastic Environment Answer.mp4
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Unit 9 01 Introduction.mp4
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Unit 9 02 Planning Under Uncertainty MDP.mp4
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Unit 9 03 Robot Tour Guide Examples.mp4
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Unit 9 04 MDP Grid World.mp4
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Unit 9 05 Problems with Conventional Planning 1.mp4
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Unit 9 06 Branching Factor Question.mp4
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Unit 9 07 Branching Factor Answer.mp4
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Unit 9 08 Problems with Conventional Planning 2.mp4
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Unit 9 09 Policy Question 1.mp4
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Unit 9 10 Policy Answer 1.mp4
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Unit 9 11 Policy Question 2.mp4
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Unit 9 12 Policy Answer 2.mp4
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Unit 9 13 Policy Question 3.mp4
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Unit 9 14 Policy Answer 3 Question 4.mp4
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Unit 9 15 Policy Answer 4.mp4
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Unit 9 16 MDP and Costs.mp4
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![Artificial Intelligence [Stanford University Online Course] [2011, ENG]](/static/img/no-torrent-image.png "Artificial Intelligence [Stanford University Online Course] [2011, ENG]")
