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Create Time:1970-01-01 08:00:00
File Size:4.42 GB
File Count:941
File Hash:bf26198b4617e10cf1dba9cf0d983bf411b498c1
| Final Exam Printable.pdf | 257.99 KB |
| Video Lectures/1 Introduction ad.mp4.mp4 | 6.73 MB |
| Video Lectures/1 Peg Solitaire ad.mp4 | 4.21 MB |
| Video Lectures/1 Peg Solitaire ANSWER ad.mp4 | 1.56 MB |
| Video Lectures/10 Graph Search Answer ad.mp4 | 1.95 MB |
| Video Lectures/11 Graph Search Termination ad.mp4 | 5.35 MB |
| Video Lectures/12 Uniform Cost Search ad.mp4 | 3.46 MB |
| Video Lectures/13 Uniform Cost Search ad.mp4 | 3.68 MB |
| Video Lectures/14 Uniform Cost Search ad.mp4 | 4.30 MB |
| Video Lectures/15 Uniform Cost Search ad.mp4 | 1.12 MB |
| Video Lectures/16 Uniform Cost Termination ad.mp4 | 6.10 MB |
| Video Lectures/17 Uniform Cost Termination Answer ad.mp4 | 6.23 MB |
| Video Lectures/18 Depth First Search ad.mp4 | 7.62 MB |
| Video Lectures/19 Search Optimality Answer ad.mp4 | 8.13 MB |
| Video Lectures/2 Loaded Coin ad.mp4 | 3.39 MB |
| Video Lectures/2 Loaded Coin ANSWER ad.mp4 | 2.32 MB |
| Video Lectures/2 Route Finding Question ad.mp4 | 17.52 MB |
| Video Lectures/20 Storage Requirements, Completeness ad.mp4 | 8.36 MB |
| Video Lectures/21 Completeness Answer ad.mp4 | 3.19 MB |
| Video Lectures/22 More on Uniform Cost Search ad.mp4 | 18.59 MB |
| Video Lectures/23 A Star Search ad.mp4 | 14.98 MB |
| Video Lectures/23 A Star Search ANSWER ad.mp4 | 1.86 MB |
| Video Lectures/24 A Star Second Question ad.mp4 | 3.94 MB |
| Video Lectures/24 A Star Second Question ANSWER ad.mp4 | 1.15 MB |
| Video Lectures/25 A Star Third Question ad.mp4 | 2.44 MB |
| Video Lectures/25 A Star Third Question ANSWER ad.mp4 | 868.91 KB |
| Video Lectures/26 A Star Fourth Question ad.mp4 | 2.20 MB |
| Video Lectures/26 A Star Fourth Question ANSWER ad.mp4 | 1.64 MB |
| Video Lectures/27 A Star Fifth Question ad.mp4 | 5.91 MB |
| Video Lectures/27 A Star Fifth Question ANSWER Mandatory ad.mp4 | 3.42 MB |
| Video Lectures/28 Optimistic Heuristics ad.mp4 | 5.21 MB |
| Video Lectures/29 State Spaces ad.mp4 | 3.49 MB |
| Video Lectures/29 State Spaces ANSWER ad.mp4 | 2.01 MB |
| Video Lectures/3 Path Through Maze ad.mp4 | 2.46 MB |
| Video Lectures/3 Path Through Maze ANSWER ad.mp4 | 1.44 MB |
| Video Lectures/3 Route Finding ad.mp4 | 11.61 MB |
| Video Lectures/30 State Space Diagram and More Complexity ad.mp4 | 8.60 MB |
| Video Lectures/30 State Space Diagram and More Complexity ANSWER ad.mp4 | 3.41 MB |
| Video Lectures/31 Sliding Blocks Puzzle ad.mp4 | 6.68 MB |
| Video Lectures/31 Sliding Blocks Puzzle ANSWER ad.mp4 | 2.55 MB |
| Video Lectures/32 Where is the Intelligence ad.mp4 | 11.50 MB |
| Video Lectures/33 What Cant Search Do ad.mp4 | 6.55 MB |
| Video Lectures/34 Note on Implementation ad.mp4 | 9.89 MB |
| Video Lectures/4 Search Tree ad.mp4 | 3.62 MB |
| Video Lectures/4 Search Tree ANSWER ad.mp4 | 2.68 MB |
| Video Lectures/4 Tree Search ad.mp4 | 12.92 MB |
| Video Lectures/5 Another Search Tree ad.mp4 | 3.36 MB |
| Video Lectures/5 Another Search Tree ANSWER ad.mp4 | 3.00 MB |
| Video Lectures/5 Graph Search ad.mp4 | 5.46 MB |
| Video Lectures/6 Graph Search Answer ad.mp4 | 13.03 MB |
| Video Lectures/6 Search Network ad.mp4 | 4.47 MB |
| Video Lectures/6 Search Network ANSWER ad.mp4 | 3.33 MB |
| Video Lectures/7 A Star Search ad.mp4 | 6.23 MB |
| Video Lectures/7 A Star Search ANSWER ad.mp4 | 6.27 MB |
| Video Lectures/7 Graph Search Answer ad.mp4 | 2.40 MB |
| Video Lectures/8 Graph Search Answer ad.mp4 | 1.00 MB |
| Video Lectures/9 More Graph Search ad.mp4 | 2.70 MB |
| Video Lectures/Final 01 Question 1.mp4.mp4 | 4.31 MB |
| Video Lectures/Final 02 Answer 1.mp4.mp4 | 3.68 MB |
| Video Lectures/Final 03 Question 2.mp4.mp4 | 3.82 MB |
| Video Lectures/Final 04 Answer 2.mp4.mp4 | 3.37 MB |
| Video Lectures/Final 05 Question 3.mp4.mp4 | 2.75 MB |
| Video Lectures/Final 06 Answer 3.mp4.mp4 | 3.06 MB |
| Video Lectures/Final 07 Question 4.mp4.mp4 | 11.06 MB |
| Video Lectures/Final 08 Answer 4.mp4.mp4 | 6.64 MB |
| Video Lectures/Final 09 Question 5.mp4.mp4 | 4.64 MB |
| Video Lectures/Final 10 Answer 5.mp4.mp4 | 5.09 MB |
| Video Lectures/Final 11 Question 6.mp4.mp4 | 4.54 MB |
| Video Lectures/Final 12 Answer 6.mp4.mp4 | 4.33 MB |
| Video Lectures/Final 13 Question 7.mp4.mp4 | 1.95 MB |
| Video Lectures/Final 14 Answer 7.mp4.mp4 | 1.38 MB |
| Video Lectures/Final 15 Question 8.mp4.mp4 | 1.78 MB |
| Video Lectures/Final 16 Answer 8.mp4.mp4 | 2.83 MB |
| Video Lectures/Final 17 Question 9.mp4.mp4 | 3.10 MB |
| Video Lectures/Final 18 Answer 9.mp4.mp4 | 3.84 MB |
| Video Lectures/Final 19 Question 10.mp4.mp4 | 1.21 MB |
| Video Lectures/Final 20 Answer 10.mp4.mp4 | 1.09 MB |
| Video Lectures/Final 21 Question 11.mp4.mp4 | 3.58 MB |
| Video Lectures/Final 22 Answer 11.mp4.mp4 | 1.89 MB |
| Video Lectures/Final 23 Question 12.mp4.mp4 | 4.14 MB |
| Video Lectures/Final 24 Answer 12.mp4.mp4 | 3.60 MB |
| Video Lectures/Homework 1, Congratulations!.mp4 | 292.61 KB |
| Video Lectures/Homework 1, Introduction.mp4 | 331.30 KB |
| Video Lectures/Homework 1, Question 1, Peg Solitaire ANSWER.mp4 | 1.19 MB |
| Video Lectures/Homework 1, Question 1, Peg Solitaire.mp4 | 3.10 MB |
| Video Lectures/Homework 1, Question 2, Loaded Coin ANSWER.mp4 | 2.01 MB |
| Video Lectures/Homework 1, Question 2, Loaded Coin.mp4 | 2.83 MB |
| Video Lectures/Homework 1, Question 3, Path Through Maze ANSWER.mp4 | 1.03 MB |
| Video Lectures/Homework 1, Question 3, Path Through Maze.mp4 | 1.71 MB |
| Video Lectures/Homework 1, Question 4, Search Tree ANSWER.mp4 | 1.99 MB |
| Video Lectures/Homework 1, Question 4, Search Tree.mp4 | 2.24 MB |
| Video Lectures/Homework 1, Question 5, Another Search Tree ANSWER.mp4 | 2.48 MB |
| Video Lectures/Homework 1, Question 5, Another Search Tree.mp4 | 1.70 MB |
| Video Lectures/Homework 1, Question 6, Search Network ANSWER.mp4 | 2.56 MB |
| Video Lectures/Homework 1, Question 6, Search Network.mp4 | 3.09 MB |
| Video Lectures/Homework 1, Question 7, A Search ANSWER.mp4 | 5.35 MB |
| Video Lectures/Homework 1, Question 7, A Search.mp4 | 3.94 MB |
| Video Lectures/Homework 2 1 ANSWER.mp4 | 2.17 MB |
| Video Lectures/Homework 2 2 ANSWER.mp4 | 11.71 MB |
| Video Lectures/Homework 2 3 ANSWER.mp4 | 5.78 MB |
| Video Lectures/Homework 2 4 ANSWER.mp4 | 2.40 MB |
| Video Lectures/Homework 2 5 ANSWER.mp4 | 2.81 MB |
| Video Lectures/Homework 2 6 ANSWER.mp4 | 2.11 MB |
| Video Lectures/Homework 3 1 Introduction.mp4 | 312.59 KB |
| Video Lectures/Homework 3 2a Naive Bayes Laplacian Smoothing ANSWER.mp4 | 6.65 MB |
| Video Lectures/Homework 3 2a Naive Bayes Laplacian Smoothing.mp4 | 3.66 MB |
| Video Lectures/Homework 3 2b Naive Bayes Laplacian Smoothing ANSWER.mp4 | 3.28 MB |
| Video Lectures/Homework 3 2b Naive Bayes Laplacian Smoothing.mp4 | 595.26 KB |
| Video Lectures/Homework 3 2c Maximum Likelihood ANSWER.mp4 | 2.34 MB |
| Video Lectures/Homework 3 2c Maximum Likelihood.mp4 | 1.02 MB |
| Video Lectures/Homework 3 3a Linear Regression ANSWER.mp4 | 2.08 MB |
| Video Lectures/Homework 3 3a Linear Regression.mp4 | 928.53 KB |
| Video Lectures/Homework 3 3b Linear Regression ANSWER.mp4 | 5.15 MB |
| Video Lectures/Homework 3 3b Linear Regression.mp4 | 865.70 KB |
| Video Lectures/Homework 3 4 k Nearest Neighbors ANSWER.mp4 | 2.55 MB |
| Video Lectures/Homework 3 4 k Nearest Neighbors.mp4 | 1.57 MB |
| Video Lectures/Homework 3 5 k Nearest Neighbors ANSWER.mp4 | 3.88 MB |
| Video Lectures/Homework 3 5 k Nearest Neighbors.mp4 | 1.61 MB |
| Video Lectures/Homework 3 6 Perceptron ANSWER.mp4 | 1.20 MB |
| Video Lectures/Homework 3 6 Perceptron.mp4 | 1.41 MB |
| Video Lectures/Homework 3 7 Congratulations.mp4 | 190.01 KB |
| Video Lectures/Homework 4 1 Logic.mp4 | 5.67 MB |
| Video Lectures/Homework 4 2 More Logic.mp4 | 10.23 MB |
| Video Lectures/Homework 4 3 Vacuum World.mp4 | 3.64 MB |
| Video Lectures/Homework 4 4a More Vacuum World.mp4 | 5.14 MB |
| Video Lectures/Homework 4 4b More Vacuum World.mp4 | 1016.88 KB |
| Video Lectures/Homework 4 4c More Vacuum World.mp4 | 1.02 MB |
| Video Lectures/Homework 4 4d More Vacuum World.mp4 | 1.03 MB |
| Video Lectures/Homework 4 5 Monkey and Bananas.mp4 | 3.66 MB |
| Video Lectures/Homework 4 6 Situation Calculus.mp4 | 14.34 MB |
| Video Lectures/Homework 5 1 Q Learning ANSWER.mp4.mp4 | 2.78 MB |
| Video Lectures/Homework 5 1 Q Learning.mp4.mp4 | 4.52 MB |
| Video Lectures/Homework 5 2 Function Generalization ANSWER.mp4.mp4 | 4.95 MB |
| Video Lectures/Homework 5 2 Function Generalization.mp4.mp4 | 4.67 MB |
| Video Lectures/Homework 5 3 Passive RL Agent ANSWER.mp4.mp4 | 3.03 MB |
| Video Lectures/Homework 5 3 Passive RL Agent.mp4.mp4 | 3.25 MB |
| Video Lectures/Homework 6 01 Max Likelihood Question.mp4.mp4 | 3.40 MB |
| Video Lectures/Homework 6 02 Max Likelihood Answer.mp4.mp4 | 3.25 MB |
| Video Lectures/Homework 6 03 Stationary Distribution Question.mp4.mp4 | 1.51 MB |
| Video Lectures/Homework 6 04 Stationary Distribution Answer.mp4.mp4 | 2.00 MB |
| Video Lectures/Homework 6 05 HMM Question.mp4.mp4 | 3.75 MB |
| Video Lectures/Homework 6 06 HMM Answer.mp4.mp4 | 6.15 MB |
| Video Lectures/Homework 6 07 Particle Filter Question 1.mp4.mp4 | 2.55 MB |
| Video Lectures/Homework 6 08 Particle Filter Answer 1.mp4.mp4 | 1.54 MB |
| Video Lectures/Homework 6 09 Particle Filter Question 2.mp4.mp4 | 2.78 MB |
| Video Lectures/Homework 6 10 Particle Filter Answer 2.mp4.mp4 | 1.73 MB |
| Video Lectures/Homework 6 11 Particle Filter Question 3.mp4.mp4 | 1.93 MB |
| Video Lectures/Homework 6 12 Particle Filter Answer 3.mp4.mp4 | 3.07 MB |
| Video Lectures/Homework 6 13 Particle Filter Question 4.mp4.mp4 | 1.13 MB |
| Video Lectures/Homework 6 14 Particle Filter Answer 4.mp4.mp4 | 1.99 MB |
| Video Lectures/Homework 6 15 Max Min Question.mp4.mp4 | 1.39 MB |
| Video Lectures/Homework 6 16 Max Min Answer.mp4.mp4 | 1.08 MB |
| Video Lectures/Homework 6 17 Scheduling Question.mp4.mp4 | 977.00 KB |
| Video Lectures/Homework 6 18 Scheduling Answer.mp4.mp4 | 534.55 KB |
| Video Lectures/Homework 6 19 Game Tree Question.mp4.mp4 | 3.25 MB |
| Video Lectures/Homework 6 20 Game Tree Answer.mp4.mp4 | 3.50 MB |
| Video Lectures/Homework 6 21 Strategy Question.mp4.mp4 | 915.33 KB |
| Video Lectures/Homework 6 22 Strategy Answer.mp4.mp4 | 1.83 MB |
| Video Lectures/Homework 7 01 Perspective Projection.mp4.mp4 | 5.18 MB |
| Video Lectures/Homework 7 02 Perspective Projection Answer.mp4.mp4 | 3.13 MB |
| Video Lectures/Homework 7 03 Linear or Not.mp4.mp4 | 4.86 MB |
| Video Lectures/Homework 7 04 Linear or Not Answer.mp4.mp4 | 3.33 MB |
| Video Lectures/Homework 7 05 Gradient Image.mp4.mp4 | 3.05 MB |
| Video Lectures/Homework 7 06 Gradient Image Answer.mp4.mp4 | 3.00 MB |
| Video Lectures/Homework 7 07 Stereo.mp4.mp4 | 5.55 MB |
| Video Lectures/Homework 7 08 Stereo Answer.mp4.mp4 | 3.98 MB |
| Video Lectures/Homework 7 09 Correspondence in Stereo.mp4.mp4 | 3.32 MB |
| Video Lectures/Homework 7 10 Correspondence Answer.mp4.mp4 | 2.42 MB |
| Video Lectures/Homework 7 11 Structure from Motion.mp4.mp4 | 4.11 MB |
| Video Lectures/Homework 7 12 Motion Answer.mp4.mp4 | 2.92 MB |
| Video Lectures/Homework 8 01 State Space Question.mp4.mp4 | 4.69 MB |
| Video Lectures/Homework 8 03 Dynamic Programming Question 1.mp4.mp4 | 1.71 MB |
| Video Lectures/Homework 8 05 Dynamic Programming Question 2.mp4.mp4 | 1.22 MB |
| Video Lectures/Homework 8 07 Particle Question 1.mp4.mp4 | 3.76 MB |
| Video Lectures/Homework 8 09 Particle Question 2.mp4.mp4 | 2.22 MB |
| Video Lectures/Homework 8 11 Stanley Question.mp4.mp4 | 609.93 KB |
| Video Lectures/Homework 8 13 Motion Model Question.mp4.mp4 | 2.71 MB |
| Video Lectures/mdpreview 1 01 Deterministic Question.mp4.mp4 | 4.32 MB |
| Video Lectures/mdpreview 1 02 Deterministic Answer.mp4.mp4 | 723.26 KB |
| Video Lectures/mdpreview 1 03 Single Backup Question.mp4.mp4 | 1.74 MB |
| Video Lectures/mdpreview 1 04 Single Backup Answer.mp4.mp4 | 1.23 MB |
| Video Lectures/mdpreview 1 05 Convergence Question.mp4.mp4 | 1.72 MB |
| Video Lectures/mdpreview 1 07 Optimal Policy Question.mp4.mp4 | 1.41 MB |
| Video Lectures/mdpreview 1 08 Optimal Policy Answer.mp4.mp4 | 1.64 MB |
| Video Lectures/mdpreview 6 06 Convergence Answer.mp4.mp4 | 2.25 MB |
| Video Lectures/Midterm 1 Question 01.mp4.mp4 | 3.19 MB |
| Video Lectures/Midterm 1 Question 02.mp4.mp4 | 1.85 MB |
| Video Lectures/Midterm 1 Question 03.mp4.mp4 | 415.49 KB |
| Video Lectures/Midterm 1 Question 04.mp4.mp4 | 1.18 MB |
| Video Lectures/Midterm 1 Question 05.mp4.mp4 | 1.99 MB |
| Video Lectures/Midterm 1 Question 06.mp4.mp4 | 1.63 MB |
| Video Lectures/Midterm 1 Question 07.mp4.mp4 | 1.53 MB |
| Video Lectures/Midterm 1 Question 08.mp4.mp4 | 3.59 MB |
| Video Lectures/Midterm 1 Question 09.mp4.mp4 | 1.32 MB |
| Video Lectures/Midterm 1 Question 10.mp4.mp4 | 1.29 MB |
| Video Lectures/Midterm 1 Question 11.mp4.mp4 | 1.34 MB |
| Video Lectures/Midterm 1 Question 12.mp4.mp4 | 2.86 MB |
| Video Lectures/Midterm 1 Question 13.mp4.mp4 | 5.49 MB |
| Video Lectures/Midterm 1 Question 14.mp4.mp4 | 1.41 MB |
| Video Lectures/Midterm 1 Question 15.mp4.mp4 | 3.85 MB |
| Video Lectures/Office Hours 06_1.mp4.mp4 | 47.98 MB |
| Video Lectures/Office Hours 07 1.mp4.mp4 | 54.67 MB |
| Video Lectures/Office Hours 07 2.mp4.mp4 | 46.38 MB |
| Video Lectures/Office Hours 8 01.mp4.mp4 | 25.20 MB |
| Video Lectures/Office Hours 8 02.mp4.mp4 | 28.51 MB |
| Video Lectures/Office Hours 8 02.mp4[1].mp4 | 28.51 MB |
| Video Lectures/Office Hours 9 01.mp4.mp4 | 33.90 MB |
| Video Lectures/Office Hours 9 02.mp4.mp4 | 35.91 MB |
| Video Lectures/Office Hours 9 03.mp4.mp4 | 37.19 MB |
| Video Lectures/Office Hours for Week 5.mp4 | 44.80 MB |
| Video Lectures/office hours part 1.mp4 | 42.37 MB |
| Video Lectures/office hours part 2.mp4 | 27.27 MB |
| Video Lectures/Programming Project 01 Optional Problem.mp4.mp4 | 11.38 MB |
| Video Lectures/Programming Project Answer 01.mp4.mp4 | 8.61 MB |
| Video Lectures/Programming Project Answer 02.mp4.mp4 | 5.76 MB |
| Video Lectures/Unit 0 Introduction ad.mp4 | 4.95 MB |
| Video Lectures/Unit 0w, 1 Introduction.mp4 | 4.62 MB |
| Video Lectures/Unit 1 1 Introduction ad.mp4 | 8.13 MB |
| Video Lectures/Unit 1 10 AI and Uncertainty ad.mp4 | 5.30 MB |
| Video Lectures/Unit 1 11 Examples of AI in Practice 1 ad.mp4 | 15.79 MB |
| Video Lectures/Unit 1 12 Chinese Translation Answer 1 ad.mp4 | 5.62 MB |
| Video Lectures/Unit 1 13 Chinese Translation 2 Answer 1 ad.mp4 | 3.56 MB |
| Video Lectures/Unit 1 14 Chinese Translation 3 Answer 1 ad.mp4 | 6.48 MB |
| Video Lectures/Unit 1 15 Congratulations ad.mp4 | 3.60 MB |
| Video Lectures/Unit 1 2 Intelligent Agents ad.mp4 | 6.59 MB |
| Video Lectures/Unit 1 3 Applications of AI ad.mp4 | 25.52 MB |
| Video Lectures/Unit 1 4 Terminology ad.mp4 | 18.72 MB |
| Video Lectures/Unit 1 5 Checkers Answer ad.mp4 | 3.39 MB |
| Video Lectures/Unit 1 6 Poker ad.mp4 | 997.68 KB |
| Video Lectures/Unit 1 7 Poker Answer ad.mp4 | 1.85 MB |
| Video Lectures/Unit 1 8 Robotic Car ad.mp4 | 1.43 MB |
| Video Lectures/Unit 1 9 Robotic Car Answer ad.mp4 | 1.84 MB |
| Video Lectures/Unit 10 01 Introduction.mp4.mp4 | 1.91 MB |
| Video Lectures/Unit 10 02 Successes.mp4.mp4 | 8.56 MB |
| Video Lectures/Unit 10 03 Forms of Learning.mp4.mp4 | 4.84 MB |
| Video Lectures/Unit 10 04 Forms of Learning Question.mp4.mp4 | 6.40 MB |
| Video Lectures/Unit 10 05 Forms of Learning Answer.mp4.mp4 | 3.98 MB |
| Video Lectures/Unit 10 06 MDP Review.mp4.mp4 | 5.54 MB |
| Video Lectures/Unit 10 07 Solving a MDP.mp4.mp4 | 5.37 MB |
| Video Lectures/Unit 10 08 Agents of Reinforcement Learning.mp4.mp4 | 7.22 MB |
| Video Lectures/Unit 10 09 Passive vs Active.mp4.mp4 | 5.27 MB |
| Video Lectures/Unit 10 10 Passive Temporal Difference Learning.mp4.mp4 | 19.29 MB |
| Video Lectures/Unit 10 11 Passive Agent Results.mp4.mp4 | 3.28 MB |
| Video Lectures/Unit 10 12 Weaknesses Question.mp4.mp4 | 3.79 MB |
| Video Lectures/Unit 10 13 Weaknesses Answers.mp4.mp4 | 3.24 MB |
| Video Lectures/Unit 10 14 Active Reinforcement Learning.mp4.mp4 | 2.92 MB |
| Video Lectures/Unit 10 15 Greedy Agent Results.mp4.mp4 | 4.45 MB |
| Video Lectures/Unit 10 16 Balancing Policy.mp4.mp4 | 5.37 MB |
| Video Lectures/Unit 10 17 Errors in Utility Questions.mp4.mp4 | 5.14 MB |
| Video Lectures/Unit 10 18 Errors in Utility Answers.mp4.mp4 | 3.45 MB |
| Video Lectures/Unit 10 19 Exploration Agents.mp4.mp4 | 3.76 MB |
| Video Lectures/Unit 10 2 Successes.mp4.mp4 | 9.59 MB |
| Video Lectures/Unit 10 20 Exploration Agent Results.mp4.mp4 | 2.73 MB |
| Video Lectures/Unit 10 21 Q Learning 1.mp4.mp4 | 4.41 MB |
| Video Lectures/Unit 10 22 Q Learning 2.mp4.mp4 | 4.68 MB |
| Video Lectures/Unit 10 23 Pacman 1.mp4.mp4 | 5.51 MB |
| Video Lectures/Unit 10 24 Pacman 2.mp4.mp4 | 7.70 MB |
| Video Lectures/Unit 10 25 Conclusion.mp4.mp4 | 2.35 MB |
| Video Lectures/Unit 11 01.mp4 Introduction.mp4.mp4 | 3.95 MB |
| Video Lectures/Unit 11 02.mp4 Hidden Markov Models.mp4.mp4 | 2.84 MB |
| Video Lectures/Unit 11 03.mp4 Bayes Network of HMMs.mp4.mp4 | 5.45 MB |
| Video Lectures/Unit 11 04.mp4 Localization Problem Examples.mp4.mp4 | 13.03 MB |
| Video Lectures/Unit 11 05.mp4 Markov Chain Question 1.mp4.mp4 | 3.75 MB |
| Video Lectures/Unit 11 06.mp4 Markov Chain Answer 1.mp4.mp4 | 7.77 MB |
| Video Lectures/Unit 11 07.mp4 Markov Chain Question 2.mp4.mp4 | 1.49 MB |
| Video Lectures/Unit 11 08.mp4 Markov Chain Answer 2.mp4.mp4 | 4.12 MB |
| Video Lectures/Unit 11 09.mp4 Stationary Distribution.mp4.mp4 | 8.46 MB |
| Video Lectures/Unit 11 10.mp4 Stationary Distribution Question-.mp4.mp4 | 835.05 KB |
| Video Lectures/Unit 11 11.mp4 Stationary Distribution Answer.mp4.mp4 | 5.27 MB |
| Video Lectures/Unit 11 12.mp4 Finding Transition Probabilities.mp4.mp4 | 6.05 MB |
| Video Lectures/Unit 11 13.mp4 Transition Probabilities Question.mp4.mp4 | 1.09 MB |
| Video Lectures/Unit 11 14.mp4 Transition Probabilities Answer.mp4.mp4 | 2.23 MB |
| Video Lectures/Unit 11 15.mp4 Laplacian Smoothing Question.mp4.mp4 | 4.83 MB |
| Video Lectures/Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.mp4 | 6.37 MB |
| Video Lectures/Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.mp4 | 13.05 MB |
| Video Lectures/Unit 11 18.mp4 Happy Grumpy Question.mp4.mp4 | 2.42 MB |
| Video Lectures/Unit 11 19.mp4 Happy Grumpy Answer.mp4.mp4 | 3.05 MB |
| Video Lectures/Unit 11 20.mp4 Wow You Understand.mp4.mp4 | 1.64 MB |
| Video Lectures/Unit 11 21.mp4 HMMs and Robot Localization.mp4.mp4 | 9.43 MB |
| Video Lectures/Unit 11 22.mp4 HMM Equations.mp4.mp4 | 8.12 MB |
| Video Lectures/Unit 11 23 HMM Localization Example.mp4.mp4 | 8.55 MB |
| Video Lectures/Unit 11 24.mp4 Particle Filters.mp4.mp4 | 11.86 MB |
| Video Lectures/Unit 11 25.mp4 Localization and Particle Filters.mp4.mp4 | 13.77 MB |
| Video Lectures/Unit 11 26.mp4 Particle Filter Algorithm.mp4.mp4 | 9.21 MB |
| Video Lectures/Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.mp4 | 5.10 MB |
| Video Lectures/Unit 11 28.mp4 Conclusion.mp4.mp4 | 2.61 MB |
| Video Lectures/Unit 13 01 Introduction.mp4.mp4 | 1.57 MB |
| Video Lectures/Unit 13 02 Technologies Question.mp4.mp4 | 4.14 MB |
| Video Lectures/Unit 13 03 Technologies Answer.mp4.mp4 | 1.93 MB |
| Video Lectures/Unit 13 04 Games Question.mp4.mp4 | 3.70 MB |
| Video Lectures/Unit 13 05 Games Answer.mp4.mp4 | 5.89 MB |
| Video Lectures/Unit 13 06 Single Player Game.mp4.mp4 | 6.64 MB |
| Video Lectures/Unit 13 07 Two Player Game.mp4.mp4 | 12.31 MB |
| Video Lectures/Unit 13 08 Two Player Function.mp4.mp4 | 5.39 MB |
| Video Lectures/Unit 13 09 Time Complexity Question.mp4.mp4 | 2.96 MB |
| Video Lectures/Unit 13 10 Time Complexity Answer.mp4.mp4 | 709.35 KB |
| Video Lectures/Unit 13 11 Space Complexity Question.mp4.mp4 | 1.38 MB |
| Video Lectures/Unit 13 12 Space Complexity Answer.mp4.mp4 | 1.67 MB |
| Video Lectures/Unit 13 13 Chess Question.mp4.mp4 | 2.50 MB |
| Video Lectures/Unit 13 14 Chess Answer.mp4.mp4 | 744.72 KB |
| Video Lectures/Unit 13 15 Complexity Reduction Question.mp4.mp4 | 1.69 MB |
| Video Lectures/Unit 13 16 Complexity Reduction Answer.mp4.mp4 | 253.50 KB |
| Video Lectures/Unit 13 17 Review Question.mp4.mp4 | 3.29 MB |
| Video Lectures/Unit 13 18 Review Answer.mp4.mp4 | 1.52 MB |
| Video Lectures/Unit 13 19 Reduce B.mp4.mp4 | 5.31 MB |
| Video Lectures/Unit 13 20 Reduce B Question.mp4.mp4 | 435.98 KB |
| Video Lectures/Unit 13 21 Reduce B Answer.mp4.mp4 | 1.46 MB |
| Video Lectures/Unit 13 22 Reduce M.mp4.mp4 | 7.94 MB |
| Video Lectures/Unit 13 23 Computing State Values.mp4.mp4 | 5.39 MB |
| Video Lectures/Unit 13 24 Complexity Reduction Benefits.mp4.mp4 | 9.01 MB |
| Video Lectures/Unit 13 25 Pacman Question.mp4.mp4 | 3.12 MB |
| Video Lectures/Unit 13 26 Pacman Answer.mp4.mp4 | 5.90 MB |
| Video Lectures/Unit 13 27 Chance.mp4.mp4 | 4.86 MB |
| Video Lectures/Unit 13 28 Chance Question.mp4.mp4 | 2.55 MB |
| Video Lectures/Unit 13 29 Chance Answer.mp4.mp4 | 3.63 MB |
| Video Lectures/Unit 13 30 Terminal State Question.mp4.mp4 | 563.46 KB |
| Video Lectures/Unit 13 31 Terminal State Answer.mp4.mp4 | 2.41 MB |
| Video Lectures/Unit 13 32 Game Tree Question 1.mp4.mp4 | 1.05 MB |
| Video Lectures/Unit 13 33 Game Tree Answer 1.mp4.mp4 | 904.28 KB |
| Video Lectures/Unit 13 34 Game Tree Question 2.mp4.mp4 | 2.64 MB |
| Video Lectures/Unit 13 35 Game Tree Answer 2.mp4.mp4 | 1.73 MB |
| Video Lectures/Unit 13 36 Conclusion.mp4.mp4 | 5.56 MB |
| Video Lectures/Unit 14 01 Introduction.mp4.mp4 | 5.31 MB |
| Video Lectures/Unit 14 02 Dominant Strategy Question.mp4.mp4 | 8.93 MB |
| Video Lectures/Unit 14 03 Dominant Strategy Answer.mp4.mp4 | 1.82 MB |
| Video Lectures/Unit 14 04 Pareto Optimal Question.mp4.mp4 | 1.86 MB |
| Video Lectures/Unit 14 05 Pareto Optimal Answer.mp4.mp4 | 891.33 KB |
| Video Lectures/Unit 14 06 Equilibrium Question.mp4.mp4 | 1.73 MB |
| Video Lectures/Unit 14 07 Equilibrium Answer.mp4.mp4 | 2.73 MB |
| Video Lectures/Unit 14 08 Game Console Question 1.mp4.mp4 | 4.73 MB |
| Video Lectures/Unit 14 09 Game Console Answer 1.mp4.mp4 | 1.45 MB |
| Video Lectures/Unit 14 10 Game Console Question 2.mp4.mp4 | 499.86 KB |
| Video Lectures/Unit 14 11 Game Console Answer 2.mp4.mp4 | 1.12 MB |
| Video Lectures/Unit 14 12 2 Finger Morra.mp4.mp4 | 5.74 MB |
| Video Lectures/Unit 14 13 Tree Question.mp4.mp4 | 5.74 MB |
| Video Lectures/Unit 14 14 Tree Answer.mp4.mp4 | 3.71 MB |
| Video Lectures/Unit 14 15 Mixed Strategy.mp4.mp4 | 7.55 MB |
| Video Lectures/Unit 14 16 Solving the Game.mp4.mp4 | 7.17 MB |
| Video Lectures/Unit 14 17 Mixed Strategy Issues.mp4.mp4 | 8.17 MB |
| Video Lectures/Unit 14 18 2x2 Game Question 1.mp4.mp4 | 2.52 MB |
| Video Lectures/Unit 14 19 2x2 Game Answer 1.mp4.mp4 | 2.17 MB |
| Video Lectures/Unit 14 20 2x2 Game Question 2.mp4.mp4 | 1.34 MB |
| Video Lectures/Unit 14 21 2x2 Game Answer 2.mp4.mp4 | 4.99 MB |
| Video Lectures/Unit 14 22 Geometric Interpretation.mp4.mp4 | 5.69 MB |
| Video Lectures/Unit 14 23 Poker.mp4.mp4 | 10.86 MB |
| Video Lectures/Unit 14 24 Game Theory Strategies.mp4.mp4 | 6.10 MB |
| Video Lectures/Unit 14 25 Fed vs Politicians Question.mp4.mp4 | 3.38 MB |
| Video Lectures/Unit 14 26 Fed Vs Politicians Answer.mp4.mp4 | 6.04 MB |
| Video Lectures/Unit 14 27 Mechanism Design.mp4.mp4 | 6.09 MB |
| Video Lectures/Unit 14 28 Auction Question.mp4.mp4 | 8.74 MB |
| Video Lectures/Unit 14 29 Auction Answer.mp4.mp4 | 3.16 MB |
| Video Lectures/Unit 15 01 Introduction.mp4.mp4 | 2.02 MB |
| Video Lectures/Unit 15 02 Scheduling.mp4.mp4 | 2.46 MB |
| Video Lectures/Unit 15 03 Schedule Question.mp4.mp4 | 5.68 MB |
| Video Lectures/Unit 15 04 Schedule Answer.mp4.mp4 | 3.16 MB |
| Video Lectures/Unit 15 05 Resources Question.mp4.mp4 | 4.11 MB |
| Video Lectures/Unit 15 06 Resources Answer.mp4.mp4 | 2.92 MB |
| Video Lectures/Unit 15 07 Extending Planning.mp4.mp4 | 3.08 MB |
| Video Lectures/Unit 15 08 Hierarchical Planning.mp4.mp4 | 4.40 MB |
| Video Lectures/Unit 15 09 Refinement Planning.mp4.mp4 | 5.34 MB |
| Video Lectures/Unit 15 10 Reachable States.mp4.mp4 | 5.76 MB |
| Video Lectures/Unit 15 11 Reachable States Question.mp4.mp4 | 6.34 MB |
| Video Lectures/Unit 15 12 Reachable States Answer.mp4.mp4 | 3.12 MB |
| Video Lectures/Unit 15 13 Conformant Plan Question.mp4.mp4 | 5.97 MB |
| Video Lectures/Unit 15 14 Conformant Plan Answer.mp4.mp4 | 1.39 MB |
| Video Lectures/Unit 15 15 Sensory Plan Question.mp4.mp4 | 1.81 MB |
| Video Lectures/Unit 15 16 Sensory Plan Answer.mp4.mp4 | 3.17 MB |
| Video Lectures/Unit 16 01 Introduction.mp4.mp4 | 7.72 MB |
| Video Lectures/Unit 16 02 Image Formation.mp4.mp4 | 9.18 MB |
| Video Lectures/Unit 16 03 Projection Length Question.mp4.mp4 | 1.37 MB |
| Video Lectures/Unit 16 04 Projection Length Answer.mp4.mp4 | 2.44 MB |
| Video Lectures/Unit 16 05 Focal Length Question.mp4.mp4 | 1.19 MB |
| Video Lectures/Unit 16 06 Focal Length Answer.mp4.mp4 | 1.31 MB |
| Video Lectures/Unit 16 07 Range Question.mp4.mp4 | 2.20 MB |
| Video Lectures/Unit 16 08 Range Answer.mp4.mp4 | 1.73 MB |
| Video Lectures/Unit 16 09 Perspective Projection.mp4.mp4 | 3.98 MB |
| Video Lectures/Unit 16 10 Vanishing Points.mp4.mp4 | 4.37 MB |
| Video Lectures/Unit 16 11 Vanishing Points Question.mp4.mp4 | 1.32 MB |
| Video Lectures/Unit 16 12 Vanishing Points Answer.mp4.mp4 | 2.22 MB |
| Video Lectures/Unit 16 13 Lenses.mp4.mp4 | 7.13 MB |
| Video Lectures/Unit 16 14 Computer Vision.mp4.mp4 | 4.98 MB |
| Video Lectures/Unit 16 15 Invariance Question A.mp4.mp4 | 4.45 MB |
| Video Lectures/Unit 16 16 Invariance Answer A.mp4.mp4 | 568.05 KB |
| Video Lectures/Unit 16 17 Invariance Question B.mp4.mp4 | 1.12 MB |
| Video Lectures/Unit 16 18 Invariance Answer B.mp4.mp4 | 1.23 MB |
| Video Lectures/Unit 16 19 Invariance Question C.mp4.mp4 | 970.20 KB |
| Video Lectures/Unit 16 20 Invariance Answer C.mp4.mp4 | 1.28 MB |
| Video Lectures/Unit 16 21 Invariance Question D.mp4.mp4 | 1.09 MB |
| Video Lectures/Unit 16 22 Invariance Answer D.mp4.mp4 | 716.84 KB |
| Video Lectures/Unit 16 23 Invariance Question E.mp4.mp4 | 872.98 KB |
| Video Lectures/Unit 16 24 Invariance Answer E.mp4.mp4 | 529.97 KB |
| Video Lectures/Unit 16 25 Final Invariance Type.mp4.mp4 | 1.80 MB |
| Video Lectures/Unit 16 26 Importance of Invariance.mp4.mp4 | 2.24 MB |
| Video Lectures/Unit 16 27 Greyscale Images.mp4.mp4 | 5.92 MB |
| Video Lectures/Unit 16 28 Extracting Features.mp4.mp4 | 10.30 MB |
| Video Lectures/Unit 16 29 Extracting Features Question.mp4.mp4 | 1.23 MB |
| Video Lectures/Unit 16 30 Extracting Features Answer.mp4.mp4 | 1.59 MB |
| Video Lectures/Unit 16 31 Linear Filter.mp4.mp4 | 5.10 MB |
| Video Lectures/Unit 16 32 Horizontal Edge Question.mp4.mp4 | 1.24 MB |
| Video Lectures/Unit 16 33 Horizontal Edge Answer.mp4.mp4 | 1.47 MB |
| Video Lectures/Unit 16 34 Vertical Filter Question.mp4.mp4 | 1.07 MB |
| Video Lectures/Unit 16 35 Vertical Filter Answer.mp4.mp4 | 1.32 MB |
| Video Lectures/Unit 16 36 Filter Results.mp4.mp4 | 2.37 MB |
| Video Lectures/Unit 16 37 Gradient Images.mp4.mp4 | 5.56 MB |
| Video Lectures/Unit 16 38 Canny Edge Detector.mp4.mp4 | 5.06 MB |
| Video Lectures/Unit 16 39 Other Masks.mp4.mp4 | 2.02 MB |
| Video Lectures/Unit 16 40 Prewitt Mask Question.mp4.mp4 | 860.43 KB |
| Video Lectures/Unit 16 41 Prewitt Mask Answer.mp4.mp4 | 649.60 KB |
| Video Lectures/Unit 16 42 Gaussian Kernel Question.mp4.mp4 | 3.10 MB |
| Video Lectures/Unit 16 43 Gaussian Kernel Answer.mp4.mp4 | 1.51 MB |
| Video Lectures/Unit 16 44 Reasons for Gaussian Kernels.mp4.mp4 | 11.07 MB |
| Video Lectures/Unit 16 45 Harris Corner Detector.mp4.mp4 | 8.88 MB |
| Video Lectures/Unit 16 46 Modern Feature Detectors.mp4.mp4 | 5.39 MB |
| Video Lectures/Unit 16 47 Conclusion.mp4.mp4 | 2.44 MB |
| Video Lectures/Unit 17 01 Introduction.mp4.mp4 | 2.26 MB |
| Video Lectures/Unit 17 02 Depth Question.mp4.mp4 | 1.30 MB |
| Video Lectures/Unit 17 03 Depth Answer.mp4.mp4 | 3.06 MB |
| Video Lectures/Unit 17 04 Stereo.mp4.mp4 | 4.81 MB |
| Video Lectures/Unit 17 05 Stereo Question.mp4.mp4 | 1.16 MB |
| Video Lectures/Unit 17 06 Stereo Answer.mp4.mp4 | 4.10 MB |
| Video Lectures/Unit 17 07 Solving for Depth.mp4.mp4 | 6.12 MB |
| Video Lectures/Unit 17 08 Solve Depth Question.mp4.mp4 | 2.05 MB |
| Video Lectures/Unit 17 09 Solve Depth Answer.mp4.mp4 | 920.84 KB |
| Video Lectures/Unit 17 10 Change in X Question.mp4.mp4 | 1.42 MB |
| Video Lectures/Unit 17 11 Change in X Answer.mp4.mp4 | 868.56 KB |
| Video Lectures/Unit 17 12 Focal Length Question.mp4.mp4 | 1.52 MB |
| Video Lectures/Unit 17 13 Focal Length Answer.mp4.mp4 | 951.52 KB |
| Video Lectures/Unit 17 14 Correspondence Question.mp4.mp4 | 1.84 MB |
| Video Lectures/Unit 17 15 Correspondence Answer.mp4.mp4 | 3.62 MB |
| Video Lectures/Unit 17 16 Determine Correspondence Question.mp4.mp4 | 6.31 MB |
| Video Lectures/Unit 17 17 Determine Correspondence Answer.mp4.mp4 | 627.86 KB |
| Video Lectures/Unit 17 18 SSD Minimization.mp4.mp4 | 6.30 MB |
| Video Lectures/Unit 17 19 Disparity Maps.mp4.mp4 | 7.01 MB |
| Video Lectures/Unit 17 20 Context Question.mp4.mp4 | 4.75 MB |
| Video Lectures/Unit 17 21 Context Answer.mp4.mp4 | 2.31 MB |
| Video Lectures/Unit 17 22 Alignment 1 Question.mp4.mp4 | 4.20 MB |
| Video Lectures/Unit 17 23 Alignment 1 Answer.mp4.mp4 | 1.40 MB |
| Video Lectures/Unit 17 24 Alignment 2 Question.mp4.mp4 | 1.47 MB |
| Video Lectures/Unit 17 25 Alignment 2 Answer.mp4.mp4 | 2.91 MB |
| Video Lectures/Unit 17 26 Dynamic Programming.mp4.mp4 | 13.00 MB |
| Video Lectures/Unit 17 27 Pixel Correspondence Question 1.mp4.mp4 | 2.15 MB |
| Video Lectures/Unit 17 28 Pixel Correspondence Answer 1.mp4.mp4 | 2.28 MB |
| Video Lectures/Unit 17 29 Pixel Correspondence Question 2.mp4.mp4 | 1.57 MB |
| Video Lectures/Unit 17 30 Pixel Correspondence Answer 2.mp4.mp4 | 3.30 MB |
| Video Lectures/Unit 17 31 Finding the Best Alignment.mp4.mp4 | 1.67 MB |
| Video Lectures/Unit 17 32 Correspondence Issues.mp4.mp4 | 4.17 MB |
| Video Lectures/Unit 17 33 Improving Stereo Vision.mp4.mp4 | 9.77 MB |
| Video Lectures/Unit 18 01 Structure from Motion Question.mp4.mp4 | 5.24 MB |
| Video Lectures/Unit 18 02 Structure from Motion Answer.mp4.mp4 | 1.58 MB |
| Video Lectures/Unit 18 03 Projection Question.mp4.mp4 | 2.19 MB |
| Video Lectures/Unit 18 04 Projection Answer.mp4.mp4 | 2.69 MB |
| Video Lectures/Unit 18 05 Structure from Motion Models.mp4.mp4 | 12.29 MB |
| Video Lectures/Unit 18 06 SFM Math.mp4.mp4 | 5.10 MB |
| Video Lectures/Unit 18 07 Recovered Unknowns Question.mp4.mp4 | 5.47 MB |
| Video Lectures/Unit 18 08 Recovered Unknowns Answer.mp4.mp4 | 3.18 MB |
| Video Lectures/Unit 18 09 Conclusion.mp4.mp4 | 2.63 MB |
| Video Lectures/Unit 19 01 Autonomous Vehicle Intro 1.mp4.mp4 | 18.78 MB |
| Video Lectures/Unit 19 02 Autonomous Vehicle Intro 2.mp4.mp4 | 25.71 MB |
| Video Lectures/Unit 19 03 Robotics Introduction.mp4.mp4 | 1.40 MB |
| Video Lectures/Unit 19 04 Robotics Question.mp4.mp4 | 1.74 MB |
| Video Lectures/Unit 19 05 Robotics Answer.mp4.mp4 | 2.18 MB |
| Video Lectures/Unit 19 06 Kinematic Question 1.mp4.mp4 | 3.05 MB |
| Video Lectures/Unit 19 07 Kinematic Answer 1.mp4.mp4 | 2.10 MB |
| Video Lectures/Unit 19 08 Kinematic Question 2.mp4.mp4 | 775.62 KB |
| Video Lectures/Unit 19 09 Kinematic Answer 2.mp4.mp4 | 1.31 MB |
| Video Lectures/Unit 19 10 Dynamic Question.mp4.mp4 | 683.57 KB |
| Video Lectures/Unit 19 11 Dynamic Answer.mp4.mp4 | 2.34 MB |
| Video Lectures/Unit 19 12 Helicopter Question 1.mp4.mp4 | 1.05 MB |
| Video Lectures/Unit 19 13 Helicopter Answer 1.mp4.mp4 | 1.79 MB |
| Video Lectures/Unit 19 14 Helicopter Question 2.mp4.mp4 | 357.44 KB |
| Video Lectures/Unit 19 15 Helicopter Answer 2.mp4.mp4 | 1.76 MB |
| Video Lectures/Unit 19 16 Localization.mp4.mp4 | 5.17 MB |
| Video Lectures/Unit 19 17 Monte Carlo Localization.mp4.mp4 | 9.30 MB |
| Video Lectures/Unit 19 18 Localization Question 1.mp4.mp4 | 1.57 MB |
| Video Lectures/Unit 19 19 Localization Answer 1.mp4.mp4 | 2.38 MB |
| Video Lectures/Unit 19 20 Localization Question 2.mp4.mp4 | 1.47 MB |
| Video Lectures/Unit 19 21 Localization Answer 2.mp4.mp4 | 3.25 MB |
| Video Lectures/Unit 1w, 1 Introduction.mp4 | 6.34 MB |
| Video Lectures/Unit 1w, 10 AI and Uncertainty.mp4 | 4.61 MB |
| Video Lectures/Unit 1w, 11 Examples of AI in Practice.mp4 | 14.05 MB |
| Video Lectures/Unit 1w, 12 Chinese Translation Answer.mp4 | 4.09 MB |
| Video Lectures/Unit 1w, 13 Chinese Translation Answer 2.mp4 | 2.48 MB |
| Video Lectures/Unit 1w, 14 Chinese Translation Answer 3.mp4 | 4.91 MB |
| Video Lectures/Unit 1w, 15 Congratulations.mp4 | 2.95 MB |
| Video Lectures/Unit 1w, 2 Intelligent Agents.mp4 | 4.85 MB |
| Video Lectures/Unit 1w, 3 Applications of AI.mp4 | 20.14 MB |
| Video Lectures/Unit 1w, 4 Terminology.mp4 | 16.45 MB |
| Video Lectures/Unit 1w, 5 Checkers Answer.mp4 | 2.80 MB |
| Video Lectures/Unit 1w, 6 Poker.mp4 | 648.72 KB |
| Video Lectures/Unit 1w, 7 Poker Answer.mp4 | 1.64 MB |
| Video Lectures/Unit 1w, 8 Robotic Car.mp4 | 1.18 MB |
| Video Lectures/Unit 1w, 9 Robotic Car Answer.mp4 | 1.78 MB |
| Video Lectures/Unit 2, Topic 1, Introduction.mp4 | 4.56 MB |
| Video Lectures/Unit 2, Topic 10, Graph Search Answer.mp4 | 1.49 MB |
| Video Lectures/Unit 2, Topic 11, Graph Search Termination.mp4 | 4.68 MB |
| Video Lectures/Unit 2, Topic 12, Uniform Cost Search.mp4 | 2.65 MB |
| Video Lectures/Unit 2, Topic 13, Uniform Cost Search.mp4 | 2.45 MB |
| Video Lectures/Unit 2, Topic 14, Uniform Cost Search.mp4 | 2.96 MB |
| Video Lectures/Unit 2, Topic 15, Uniform Cost Search.mp4 | 972.42 KB |
| Video Lectures/Unit 2, Topic 16, Uniform Cost Termination.mp4 | 3.78 MB |
| Video Lectures/Unit 2, Topic 17, Uniform Cost Termination Answer.mp4 | 5.45 MB |
| Video Lectures/Unit 2, Topic 18, Depth First Search.mp4 | 5.61 MB |
| Video Lectures/Unit 2, Topic 19, Search Optimality Answer.mp4 | 5.62 MB |
| Video Lectures/Unit 2, Topic 2, Route Finding Question.mp4 | 13.34 MB |
| Video Lectures/Unit 2, Topic 20, Storage Requirements, Completeness.mp4 | 6.26 MB |
| Video Lectures/Unit 2, Topic 21, Completeness Answer.mp4 | 2.52 MB |
| Video Lectures/Unit 2, Topic 22, More on Uniform Cost Search.mp4 | 13.86 MB |
| Video Lectures/Unit 2, Topic 23, A-Star Search ANSWER.mp4 | 941.76 KB |
| Video Lectures/Unit 2, Topic 23, A-Star Search.mp4 | 10.98 MB |
| Video Lectures/Unit 2, Topic 24, A-Star Second Question ANSWER.mp4 | 876.93 KB |
| Video Lectures/Unit 2, Topic 24, A-Star Second Question.mp4 | 2.85 MB |
| Video Lectures/Unit 2, Topic 25, A-Star Third Question ANSWER.mp4 | 604.51 KB |
| Video Lectures/Unit 2, Topic 25, A-Star Third Question.mp4 | 1.36 MB |
| Video Lectures/Unit 2, Topic 26, A-Star Fourth Question ANSWER.mp4 | 1.39 MB |
| Video Lectures/Unit 2, Topic 26, A-Star Fourth Question.mp4 | 1.84 MB |
| Video Lectures/Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.mp4 | 2.59 MB |
| Video Lectures/Unit 2, Topic 27, A-Star Fifth Question.mp4 | 5.07 MB |
| Video Lectures/Unit 2, Topic 28, Optimistic Heuristics.mp4 | 4.24 MB |
| Video Lectures/Unit 2, Topic 29, State Spaces ANSWER.mp4 | 1.86 MB |
| Video Lectures/Unit 2, Topic 29, State Spaces.mp4 | 2.99 MB |
| Video Lectures/Unit 2, Topic 3, Route Finding.mp4 | 9.29 MB |
| Video Lectures/Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.mp4 | 2.95 MB |
| Video Lectures/Unit 2, Topic 30, State Space Diagram and More Complexity.mp4 | 5.82 MB |
| Video Lectures/Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.mp4 | 2.24 MB |
| Video Lectures/Unit 2, Topic 31, Sliding Blocks Puzzle.mp4 | 5.63 MB |
| Video Lectures/Unit 2, Topic 32, Where is the Intelligence.mp4 | 10.13 MB |
| Video Lectures/Unit 2, Topic 33, What Can't Search Do.mp4 | 5.78 MB |
| Video Lectures/Unit 2, Topic 34, Note on Implementation.mp4 | 8.13 MB |
| Video Lectures/Unit 2, Topic 4, Tree Search.mp4 | 10.02 MB |
| Video Lectures/Unit 2, Topic 5, Tree Search Answer.mp4 | 8.98 MB |
| Video Lectures/Unit 2, Topic 6, Graph Search.mp4 | 3.37 MB |
| Video Lectures/Unit 2, Topic 7, Graph Search Answer.mp4 | 2.17 MB |
| Video Lectures/Unit 2, Topic 8, Graph Search Answer.mp4 | 683.73 KB |
| Video Lectures/Unit 2, Topic 9, More Graph Search.mp4 | 1.99 MB |
| Video Lectures/Unit 20 01 Prediction.mp4.mp4 | 4.41 MB |
| Video Lectures/Unit 20 02 Measurement Question.mp4.mp4 | 7.67 MB |
| Video Lectures/Unit 20 03 Measurement Answer.mp4.mp4 | 7.01 MB |
| Video Lectures/Unit 20 04 Resampling Question.mp4.mp4 | 5.55 MB |
| Video Lectures/Unit 20 05 Resampling Answer.mp4.mp4 | 1005.50 KB |
| Video Lectures/Unit 20 06 Planning Question.mp4.mp4 | 2.91 MB |
| Video Lectures/Unit 20 07 Planning Answer.mp4.mp4 | 786.28 KB |
| Video Lectures/Unit 20 08 Road Graph.mp4.mp4 | 3.90 MB |
| Video Lectures/Unit 20 09 Cost Question.mp4.mp4 | 4.59 MB |
| Video Lectures/Unit 20 10 Cost Answer.mp4.mp4 | 2.64 MB |
| Video Lectures/Unit 20 11 Dynamic Programming 1.mp4.mp4 | 14.11 MB |
| Video Lectures/Unit 20 12 Dynamic Programming 2.mp4.mp4 | 9.84 MB |
| Video Lectures/Unit 20 13 Robotic Path Planning.mp4.mp4 | 8.41 MB |
| Video Lectures/Unit 20 14 Path Planning Examples.mp4.mp4 | 9.98 MB |
| Video Lectures/Unit 20 15 Conclusion.mp4.mp4 | 4.10 MB |
| Video Lectures/Unit 21 01 Introduction.mp4.mp4 | 4.09 MB |
| Video Lectures/Unit 21 02 Language Models.mp4.mp4 | 8.96 MB |
| Video Lectures/Unit 21 03 Bag of Words.mp4.mp4 | 3.02 MB |
| Video Lectures/Unit 21 04 Probabilistic Models.mp4.mp4 | 17.27 MB |
| Video Lectures/Unit 21 05 Language and Learning.mp4.mp4 | 6.06 MB |
| Video Lectures/Unit 21 06 Language Models Question.mp4.mp4 | 1.43 MB |
| Video Lectures/Unit 21 07 Language Models Answer.mp4.mp4 | 5.18 MB |
| Video Lectures/Unit 21 08 Unigram Model Samples.mp4.mp4 | 3.01 MB |
| Video Lectures/Unit 21 09 Bigram Model Samples.mp4.mp4 | 1.81 MB |
| Video Lectures/Unit 21 10 Trigram Model Samples.mp4.mp4 | 1.53 MB |
| Video Lectures/Unit 21 11 N Gram Model Samples.mp4.mp4 | 3.59 MB |
| Video Lectures/Unit 21 12 N Gram Model Question.mp4.mp4 | 2.27 MB |
| Video Lectures/Unit 21 13 N Gram Model Answer.mp4.mp4 | 960.61 KB |
| Video Lectures/Unit 21 14 Probability Question.mp4.mp4 | 5.57 MB |
| Video Lectures/Unit 21 15 Probability Answer.mp4.mp4 | 1.61 MB |
| Video Lectures/Unit 21 16 Language Question.mp4.mp4 | 3.41 MB |
| Video Lectures/Unit 21 17 Language Answer.mp4.mp4 | 4.07 MB |
| Video Lectures/Unit 21 18 Letter Bigram Question.mp4.mp4 | 2.01 MB |
| Video Lectures/Unit 21 19 Letter Bigram Answer.mp4.mp4 | 1000.92 KB |
| Video Lectures/Unit 21 20 Trigram Model Question.mp4.mp4 | 3.12 MB |
| Video Lectures/Unit 21 21 Trigram Model Answer.mp4.mp4 | 710.44 KB |
| Video Lectures/Unit 21 22 Classification.mp4.mp4 | 4.81 MB |
| Video Lectures/Unit 21 23 Classification Question.mp4.mp4 | 1.58 MB |
| Video Lectures/Unit 21 24 Classification Answer.mp4.mp4 | 1.28 MB |
| Video Lectures/Unit 21 25 Gzip.mp4.mp4 | 7.29 MB |
| Video Lectures/Unit 21 26 Segmentation.mp4.mp4 | 3.95 MB |
| Video Lectures/Unit 21 27 Segmentation Probabilistic Model.mp4.mp4 | 4.66 MB |
| Video Lectures/Unit 21 28 Probabilistic Model Question.mp4.mp4 | 1.94 MB |
| Video Lectures/Unit 21 29 Probabilistic Model Answer.mp4.mp4 | 1.27 MB |
| Video Lectures/Unit 21 30 Best Segmentation 1.mp4.mp4 | 4.95 MB |
| Video Lectures/Unit 21 31 Best Segmentation 2.mp4.mp4 | 6.46 MB |
| Video Lectures/Unit 21 32 Segment Code.mp4.mp4 | 2.64 MB |
| Video Lectures/Unit 21 33 Segment Question 1.mp4.mp4 | 3.73 MB |
| Video Lectures/Unit 21 34 Segment Answer 1.mp4.mp4 | 2.40 MB |
| Video Lectures/Unit 21 35 Segment Question 2.mp4.mp4 | 1.56 MB |
| Video Lectures/Unit 21 36 Segment Answer 2.mp4.mp4 | 3.10 MB |
| Video Lectures/Unit 21 37 Spelling Correction.mp4.mp4 | 7.99 MB |
| Video Lectures/Unit 21 38 Spelling Data.mp4.mp4 | 5.77 MB |
| Video Lectures/Unit 21 39 Correction Example.mp4.mp4 | 12.92 MB |
| Video Lectures/Unit 21 40 Software Engineering.mp4.mp4 | 9.28 MB |
| Video Lectures/Unit 22 01 Sentence Structure.mp4.mp4 | 7.06 MB |
| Video Lectures/Unit 22 02 Parses Question.mp4.mp4 | 10.50 MB |
| Video Lectures/Unit 22 03 Parses Answer.mp4.mp4 | 6.98 MB |
| Video Lectures/Unit 22 04 Problems and Solutions Question.mp4.mp4 | 5.65 MB |
| Video Lectures/Unit 22 05 Problems and Solutions Answer.mp4.mp4 | 7.40 MB |
| Video Lectures/Unit 22 06 Writing Grammars.mp4.mp4 | 7.72 MB |
| Video Lectures/Unit 22 07 PCFG.mp4.mp4 | 10.69 MB |
| Video Lectures/Unit 22 08 PCFG Question.mp4.mp4 | 1.41 MB |
| Video Lectures/Unit 22 09 PCFG Answer.mp4.mp4 | 2.36 MB |
| Video Lectures/Unit 22 10 Probability Origins.mp4.mp4 | 9.63 MB |
| Video Lectures/Unit 22 11 Resolving Ambiguity.mp4.mp4 | 8.28 MB |
| Video Lectures/Unit 22 12 LPCFG.mp4.mp4 | 16.77 MB |
| Video Lectures/Unit 22 13 Parsing into a Tree.mp4.mp4 | 11.73 MB |
| Video Lectures/Unit 22 14 Machine Translation.mp4.mp4 | 8.33 MB |
| Video Lectures/Unit 22 15 Translation Example.mp4.mp4 | 15.59 MB |
| Video Lectures/Unit 3 1 Introduction.mp4 | 22.23 MB |
| Video Lectures/Unit 3 10 Different Type of Bayes Network.mp4 | 6.95 MB |
| Video Lectures/Unit 3 10a Answer.mp4 | 2.96 MB |
| Video Lectures/Unit 3 11 Explaining Away.mp4 | 5.74 MB |
| Video Lectures/Unit 3 11a Answer.mp4 | 4.82 MB |
| Video Lectures/Unit 3 11b Question.mp4 | 1.70 MB |
| Video Lectures/Unit 3 11c Answer.mp4 | 10.45 MB |
| Video Lectures/Unit 3 11d Question.mp4 | 6.59 MB |
| Video Lectures/Unit 3 11e Answer.mp4 | 4.32 MB |
| Video Lectures/Unit 3 11f Conclusion.mp4 | 10.10 MB |
| Video Lectures/Unit 3 12 General Bayes Networks.mp4 | 8.94 MB |
| Video Lectures/Unit 3 12a Answer.mp4 | 1.02 MB |
| Video Lectures/Unit 3 12b Question.mp4 | 952.08 KB |
| Video Lectures/Unit 3 12c Answer.mp4 | 923.25 KB |
| Video Lectures/Unit 3 12d Question.mp4 | 1.84 MB |
| Video Lectures/Unit 3 12e Answer.mp4 | 2.01 MB |
| Video Lectures/Unit 3 12f Value of the Network.mp4 | 1.38 MB |
| Video Lectures/Unit 3 13 D-Separation.mp4 | 1.83 MB |
| Video Lectures/Unit 3 13a Answer.mp4 | 2.71 MB |
| Video Lectures/Unit 3 13b D-Separation Example.mp4 | 2.38 MB |
| Video Lectures/Unit 3 13c Answer.mp4 | 4.62 MB |
| Video Lectures/Unit 3 13d D-Separation General Definition.mp4 | 8.99 MB |
| Video Lectures/Unit 3 13e Answer.mp4 | 3.52 MB |
| Video Lectures/Unit 3 14 Congratulations.mp4 | 2.66 MB |
| Video Lectures/Unit 3 2 Probabilities.mp4 | 2.09 MB |
| Video Lectures/Unit 3 2a Answer.mp4 | 1015.75 KB |
| Video Lectures/Unit 3 2b Question.mp4 | 455.13 KB |
| Video Lectures/Unit 3 2c Answer.mp4 | 906.87 KB |
| Video Lectures/Unit 3 2d Question.mp4 | 749.45 KB |
| Video Lectures/Unit 3 2e Answer.mp4 | 782.48 KB |
| Video Lectures/Unit 3 2f Question.mp4 | 1.69 MB |
| Video Lectures/Unit 3 2g Answer.mp4 | 1.23 MB |
| Video Lectures/Unit 3 2h Question.mp4 | 551.92 KB |
| Video Lectures/Unit 3 2i Answer.mp4 | 1.47 MB |
| Video Lectures/Unit 3 2j Summary.mp4 | 2.34 MB |
| Video Lectures/Unit 3 3 Dependence.mp4 | 3.33 MB |
| Video Lectures/Unit 3 3a Answer.mp4 | 3.56 MB |
| Video Lectures/Unit 3 4 What We Learned.mp4 | 3.47 MB |
| Video Lectures/Unit 3 5 Weather Quiz.mp4 | 1.38 MB |
| Video Lectures/Unit 3 5a Answer.mp4 | 282.57 KB |
| Video Lectures/Unit 3 5b Question.mp4 | 747.96 KB |
| Video Lectures/Unit 3 5c Answer.mp4 | 240.15 KB |
| Video Lectures/Unit 3 5d Question.mp4 | 1.06 MB |
| Video Lectures/Unit 3 5e Answer.mp4 | 4.45 MB |
| Video Lectures/Unit 3 6 Cancer Quiz.mp4 | 1.00 MB |
| Video Lectures/Unit 3 6a Answer and Cancer Test.mp4 | 1.48 MB |
| Video Lectures/Unit 3 6b Answer.mp4 | 3.29 MB |
| Video Lectures/Unit 3 6c Answer.mp4 | 2.30 MB |
| Video Lectures/Unit 3 6d Question.mp4 | 428.87 KB |
| Video Lectures/Unit 3 6e Answer.mp4 | 6.21 MB |
| Video Lectures/Unit 3 7 Bayes Rule.mp4 | 11.60 MB |
| Video Lectures/Unit 3 7a Bayes Rule Graphically.mp4 | 6.15 MB |
| Video Lectures/Unit 3 7b Answer.mp4 | 1.29 MB |
| Video Lectures/Unit 3 8 More Complex Bayes Networks.mp4 | 10.56 MB |
| Video Lectures/Unit 3 8a Two Test Cancer Example.mp4 | 3.79 MB |
| Video Lectures/Unit 3 8b Answer.mp4 | 6.57 MB |
| Video Lectures/Unit 3 8c Question.mp4 | 663.17 KB |
| Video Lectures/Unit 3 8d Answer.mp4 | 3.83 MB |
| Video Lectures/Unit 3 9 Conditional Independence.mp4 | 9.39 MB |
| Video Lectures/Unit 3 9a Answer.mp4 | 2.14 MB |
| Video Lectures/Unit 3 9b Question.mp4 | 1.83 MB |
| Video Lectures/Unit 3 9c Answer.mp4 | 9.18 MB |
| Video Lectures/Unit 3 9d Absolute vs Conditional Independence.mp4 | 1.41 MB |
| Video Lectures/Unit 3 9e Answer.mp4 | 2.34 MB |
| Video Lectures/Unit 4, 1 Probabilistic Inference.mp4 | 14.49 MB |
| Video Lectures/Unit 4, 10 Monty Hall Problem.mp4 | 4.10 MB |
| Video Lectures/Unit 4, 10a Answer.mp4 | 5.43 MB |
| Video Lectures/Unit 4, 10b Monty Hall Letter.mp4 | 2.28 MB |
| Video Lectures/Unit 4, 1a Answer.mp4 | 633.04 KB |
| Video Lectures/Unit 4, 2 Enumeration.mp4 | 13.69 MB |
| Video Lectures/Unit 4, 2a Answer.mp4 | 6.18 MB |
| Video Lectures/Unit 4, 3 Speeding up Enumeration.mp4 | 10.84 MB |
| Video Lectures/Unit 4, 3a Answer.mp4 | 1.26 MB |
| Video Lectures/Unit 4, 3b Second Question.mp4 | 707.41 KB |
| Video Lectures/Unit 4, 3c Second Answer.mp4 | 1.80 MB |
| Video Lectures/Unit 4, 3d Third Question.mp4 | 634.26 KB |
| Video Lectures/Unit 4, 3e Third Answer.mp4 | 624.81 KB |
| Video Lectures/Unit 4, 3f Fourth Question.mp4 | 416.29 KB |
| Video Lectures/Unit 4, 3g Fourth Answer.mp4 | 1.40 MB |
| Video Lectures/Unit 4, 3h Causal Direction.mp4 | 995.01 KB |
| Video Lectures/Unit 4, 4 Variable Elimination.mp4 | 14.47 MB |
| Video Lectures/Unit 4, 4a Answer.mp4 | 1.44 MB |
| Video Lectures/Unit 4, 4b More Variable Elimination.mp4 | 1.48 MB |
| Video Lectures/Unit 4, 4c Answer.mp4 | 1.99 MB |
| Video Lectures/Unit 4, 4d Even More Variable Elimination.mp4 | 1.58 MB |
| Video Lectures/Unit 4, 4e Answer.mp4 | 1.09 MB |
| Video Lectures/Unit 4, 4f Summary.mp4 | 1.06 MB |
| Video Lectures/Unit 4, 5 Approximate Inference Sampling.mp4 | 6.70 MB |
| Video Lectures/Unit 4, 6 Sampling Example.mp4 | 7.02 MB |
| Video Lectures/Unit 4, 6a Sampling Example.mp4 | 3.39 MB |
| Video Lectures/Unit 4, 6b More Sampling.mp4 | 5.75 MB |
| Video Lectures/Unit 4, 7 Rejection Sampling.mp4 | 6.21 MB |
| Video Lectures/Unit 4, 8 Likelihood Weighting.mp4 | 5.95 MB |
| Video Lectures/Unit 4, 8a Answer.mp4 | 1.92 MB |
| Video Lectures/Unit 4, 8b Likelihood Weighting is Consistent.mp4 | 1.04 MB |
| Video Lectures/Unit 4, 8c Likelihood Weighting Problems.mp4 | 2.92 MB |
| Video Lectures/Unit 4, 9 Gibbs Sampling.mp4 | 5.72 MB |
| Video Lectures/Unit 5 1 Introduction.mp4 | 3.68 MB |
| Video Lectures/Unit 5 10 Question.mp4 | 847.63 KB |
| Video Lectures/Unit 5 11 Answer.mp4 | 848.32 KB |
| Video Lectures/Unit 5 12 Maximum Likelihood.mp4 | 13.98 MB |
| Video Lectures/Unit 5 13 Answer.mp4 | 1.54 MB |
| Video Lectures/Unit 5 14 Relationship to Bayes Networks.mp4 | 4.19 MB |
| Video Lectures/Unit 5 15 Answer.mp4 | 1.52 MB |
| Video Lectures/Unit 5 16 Question.mp4 | 1.38 MB |
| Video Lectures/Unit 5 17 Answer.mp4 | 3.22 MB |
| Video Lectures/Unit 5 18 Question.mp4 | 1.13 MB |
| Video Lectures/Unit 5 19 Answer.mp4 | 3.24 MB |
| Video Lectures/Unit 5 2 What is Machine Learning.mp4 | 5.80 MB |
| Video Lectures/Unit 5 20 Question.mp4 | 1.09 MB |
| Video Lectures/Unit 5 21 Answer and Laplace Smoothing.mp4 | 10.26 MB |
| Video Lectures/Unit 5 22 Answer.mp4 | 3.85 MB |
| Video Lectures/Unit 5 23 Question.mp4 | 1.32 MB |
| Video Lectures/Unit 5 24 Answer.mp4 | 3.97 MB |
| Video Lectures/Unit 5 25 Question.mp4 | 1.11 MB |
| Video Lectures/Unit 5 26 Answer.mp4 | 3.01 MB |
| Video Lectures/Unit 5 27 Summary Naive Bayes.mp4 | 5.57 MB |
| Video Lectures/Unit 5 28 Advanced SPAM Filtering.mp4 | 4.59 MB |
| Video Lectures/Unit 5 29 Digit Recognition.mp4 | 7.64 MB |
| Video Lectures/Unit 5 3 Answer.mp4 | 2.47 MB |
| Video Lectures/Unit 5 30 Overfitting Prevention.mp4 | 10.89 MB |
| Video Lectures/Unit 5 31 Classification vs Regression.mp4 | 6.41 MB |
| Video Lectures/Unit 5 32 Answer.mp4 | 1.45 MB |
| Video Lectures/Unit 5 33 Linear Regression.mp4 | 8.90 MB |
| Video Lectures/Unit 5 34 Answer.mp4 | 4.02 MB |
| Video Lectures/Unit 5 35 More Linear Regression.mp4 | 3.15 MB |
| Video Lectures/Unit 5 36 Quadratic Loss.mp4 | 12.76 MB |
| Video Lectures/Unit 5 37 Answer.mp4 | 4.59 MB |
| Video Lectures/Unit 5 38 Problems with Linear Regression.mp4 | 6.77 MB |
| Video Lectures/Unit 5 39 Answer.mp4 | 3.13 MB |
| Video Lectures/Unit 5 4 Stanley DARPA Grand Challenge.mp4 | 6.98 MB |
| Video Lectures/Unit 5 40 Linear Regression and Complexity Control.mp4 | 5.15 MB |
| Video Lectures/Unit 5 41 Minimizing Complicated Loss Functions.mp4 | 5.50 MB |
| Video Lectures/Unit 5 42 Answer.mp4 | 2.67 MB |
| Video Lectures/Unit 5 43 Question.mp4 | 1.49 MB |
| Video Lectures/Unit 5 44 Answer.mp4 | 1.04 MB |
| Video Lectures/Unit 5 45 Question.mp4 | 1.13 MB |
| Video Lectures/Unit 5 46 Answer.mp4 | 3.32 MB |
| Video Lectures/Unit 5 47 Gradient Descent Implementation.mp4 | 5.22 MB |
| Video Lectures/Unit 5 48 Perceptron.mp4 | 13.46 MB |
| Video Lectures/Unit 5 49 Answer and SVMs.mp4 | 18.04 MB |
| Video Lectures/Unit 5 5 Taxonomy.mp4 | 11.91 MB |
| Video Lectures/Unit 5 50 k Nearest Neighbors.mp4 | 6.33 MB |
| Video Lectures/Unit 5 51 kNN Definition.mp4 | 3.52 MB |
| Video Lectures/Unit 5 52 Answer.mp4 | 2.11 MB |
| Video Lectures/Unit 5 53 k as Smoothing Parameter.mp4 | 5.39 MB |
| Video Lectures/Unit 5 54 Problems with kNN.mp4 | 6.63 MB |
| Video Lectures/Unit 5 55 Congratulations.mp4 | 3.77 MB |
| Video Lectures/Unit 5 6 Supervised Learning.mp4 | 10.03 MB |
| Video Lectures/Unit 5 7 Occam's Razor.mp4 | 8.44 MB |
| Video Lectures/Unit 5 8 SPAM Detection.mp4 | 13.77 MB |
| Video Lectures/Unit 5 9 Answer.mp4 | 1.59 MB |
| Video Lectures/Unit 6 1 Unsupervised Learning.mp4 | 3.68 MB |
| Video Lectures/Unit 6 1a Answer.mp4 | 1.32 MB |
| Video Lectures/Unit 6 1b Question.mp4 | 2.24 MB |
| Video Lectures/Unit 6 1c Answer.mp4 | 2.89 MB |
| Video Lectures/Unit 6 2 Terminology.mp4 | 4.57 MB |
| Video Lectures/Unit 6 3 Google Street View and Clustering.mp4 | 7.73 MB |
| Video Lectures/Unit 6 4 k-Means Clustering Example.mp4 | 5.95 MB |
| Video Lectures/Unit 6 4a k-Means Algorithm.mp4 | 6.10 MB |
| Video Lectures/Unit 6 4b Answer.mp4 | 942.88 KB |
| Video Lectures/Unit 6 4c Question.mp4 | 959.36 KB |
| Video Lectures/Unit 6 4d Answer.mp4 | 1.78 MB |
| Video Lectures/Unit 6 4e Question.mp4 | 721.23 KB |
| Video Lectures/Unit 6 4f Answer.mp4 | 1.32 MB |
| Video Lectures/Unit 6 5 Expectation Maximization.mp4 | 13.24 MB |
| Video Lectures/Unit 6 5a Gaussian Learning.mp4 | 6.90 MB |
| Video Lectures/Unit 6 5b Maximum Likelihood.mp4 | 12.98 MB |
| Video Lectures/Unit 6 5c Answer.mp4 | 1.74 MB |
| Video Lectures/Unit 6 5d Question.mp4 | 566.25 KB |
| Video Lectures/Unit 6 5e Answer.mp4 | 1.12 MB |
| Video Lectures/Unit 6 5f Question.mp4 | 2.51 MB |
| Video Lectures/Unit 6 5g Answer.mp4 | 1.80 MB |
| Video Lectures/Unit 6 5h Gaussian Summary.mp4 | 947.71 KB |
| Video Lectures/Unit 6 5i EM as Generalization of k-Means.mp4 | 4.48 MB |
| Video Lectures/Unit 6 5j EM Algorithm.mp4 | 10.02 MB |
| Video Lectures/Unit 6 5k Answer.mp4 | 859.76 KB |
| Video Lectures/Unit 6 5l Question.mp4 | 1.12 MB |
| Video Lectures/Unit 6 5m Answer.mp4 | 466.98 KB |
| Video Lectures/Unit 6 5n Question.mp4 | 2.49 MB |
| Video Lectures/Unit 6 5o Answer.mp4 | 2.13 MB |
| Video Lectures/Unit 6 5p Choosing k.mp4 | 6.15 MB |
| Video Lectures/Unit 6 5q Clustering Summary.mp4 | 2.19 MB |
| Video Lectures/Unit 6 6 Dimensionality Reduction.mp4 | 1.33 MB |
| Video Lectures/Unit 6 6a Answer.mp4 | 607.41 KB |
| Video Lectures/Unit 6 6b Question.mp4 | 419.48 KB |
| Video Lectures/Unit 6 6c Answer.mp4 | 1.51 MB |
| Video Lectures/Unit 6 6d Linear Dimensionality Reduction.mp4 | 9.08 MB |
| Video Lectures/Unit 6 6e Face Example.mp4 | 6.78 MB |
| Video Lectures/Unit 6 6f Scan Example.mp4 | 11.90 MB |
| Video Lectures/Unit 6 6g Piece-Wise Linear Projection.mp4 | 1.69 MB |
| Video Lectures/Unit 6 7 Spectral Clustering.mp4 | 2.25 MB |
| Video Lectures/Unit 6 7a Answer.mp4 | 1.82 MB |
| Video Lectures/Unit 6 7b Spectral Clustering Algorithm.mp4 | 17.24 MB |
| Video Lectures/Unit 6 7c Answer.mp4 | 282.03 KB |
| Video Lectures/Unit 6 7d Question.mp4 | 912.88 KB |
| Video Lectures/Unit 6 7e Answer.mp4 | 720.72 KB |
| Video Lectures/Unit 6 8 Supervised vs Unsupervised Learning.mp4 | 5.99 MB |
| Video Lectures/Unit 7 1 Introduction.mp4 | 3.59 MB |
| Video Lectures/Unit 7 2 Propositional Logic.mp4 | 11.56 MB |
| Video Lectures/Unit 7 2a Truth Tables.mp4 | 8.43 MB |
| Video Lectures/Unit 7 2b Answer.mp4 | 2.45 MB |
| Video Lectures/Unit 7 2c Question.mp4 | 1.63 MB |
| Video Lectures/Unit 7 2d Answer.mp4 | 4.14 MB |
| Video Lectures/Unit 7 2e Question.mp4 | 2.95 MB |
| Video Lectures/Unit 7 2f Answer.mp4 | 2.06 MB |
| Video Lectures/Unit 7 2g Terminology.mp4 | 4.68 MB |
| Video Lectures/Unit 7 2h Answer.mp4 | 5.23 MB |
| Video Lectures/Unit 7 2i Propositional Logic Limitations.mp4 | 4.00 MB |
| Video Lectures/Unit 7 3 First Order Logic.mp4 | 11.56 MB |
| Video Lectures/Unit 7 3a Models.mp4 | 12.23 MB |
| Video Lectures/Unit 7 3b Syntax.mp4 | 12.75 MB |
| Video Lectures/Unit 7 3c Vacuum World.mp4 | 10.12 MB |
| Video Lectures/Unit 7 3d Question.mp4 | 3.88 MB |
| Video Lectures/Unit 7 3e Answer.mp4 | 4.16 MB |
| Video Lectures/Unit 7 3f Question.mp4 | 9.27 MB |
| Video Lectures/Unit 7 3g Answer.mp4 | 6.45 MB |
| Video Lectures/Unit 8 1 Introduction.mp4 | 2.16 MB |
| Video Lectures/Unit 8 10 Infinite Sequences.mp4 | 6.50 MB |
| Video Lectures/Unit 8 11 Finding a Successful Plan-.mp4 | 5.22 MB |
| Video Lectures/Unit 8 12 Finding a Successful Plan Question.mp4 | 6.78 MB |
| Video Lectures/Unit 8 13 Finding a Successful Plan Answer.mp4 | 3.03 MB |
| Video Lectures/Unit 8 14 Problem Solving via Mathematical Notation.mp4 | 8.25 MB |
| Video Lectures/Unit 8 15 Tracking the Predict Update Cycle.mp4 | 9.05 MB |
| Video Lectures/Unit 8 16 Classical Planning 1.mp4 | 17.45 MB |
| Video Lectures/Unit 8 17 Classical Planning 2.mp4 | 5.65 MB |
| Video Lectures/Unit 8 18 Progression Search.mp4 | 4.38 MB |
| Video Lectures/Unit 8 19 Regression Search.mp4 | 9.79 MB |
| Video Lectures/Unit 8 2 Problem Solving vs Planning.mp4 | 8.20 MB |
| Video Lectures/Unit 8 20 Regression vs Progression.mp4 | 5.61 MB |
| Video Lectures/Unit 8 21 Plan Space Search.mp4 | 6.88 MB |
| Video Lectures/Unit 8 22 Sliding Puzzle Example.mp4 | 10.04 MB |
| Video Lectures/Unit 8 23 Situation Calculus 1.mp4 | 11.84 MB |
| Video Lectures/Unit 8 24 Situation Calculus 2.mp4 | 12.10 MB |
| Video Lectures/Unit 8 25 Situation Calculus 3.mp4 | 9.66 MB |
| Video Lectures/Unit 8 3 Planning vs Execution.mp4 | 10.41 MB |
| Video Lectures/Unit 8 4 Vacuum Cleaner Example.mp4 | 6.83 MB |
| Video Lectures/Unit 8 5 Sensorless Vacumm Cleaner Problem-.mp4 | 7.24 MB |
| Video Lectures/Unit 8 6 Sensorless Vacuum Cleaner Answer.mp4 | 1.19 MB |
| Video Lectures/Unit 8 7 Partially Observable Vacuum Cleaner Example.mp4 | 7.73 MB |
| Video Lectures/Unit 8 8 Stocastic Environment Problem.mp4 | 9.06 MB |
| Video Lectures/Unit 8 9 Stochastic Environment Answer.mp4 | 2.62 MB |
| Video Lectures/Unit 9 01 Introduction.mp4 | 1.72 MB |
| Video Lectures/Unit 9 02 Planning Under Uncertainty MDP.mp4 | 10.91 MB |
| Video Lectures/Unit 9 03 Robot Tour Guide Examples.mp4 | 12.50 MB |
| Video Lectures/Unit 9 04 MDP Grid World.mp4 | 8.40 MB |
| Video Lectures/Unit 9 05 Problems with Conventional Planning 1.mp4 | 5.04 MB |
| Video Lectures/Unit 9 06 Branching Factor Question.mp4 | 1.76 MB |
| Video Lectures/Unit 9 07 Branching Factor Answer.mp4 | 896.37 KB |
| Video Lectures/Unit 9 08 Problems with Conventional Planning 2.mp4 | 3.89 MB |
| Video Lectures/Unit 9 09 Policy Question 1.mp4 | 1.93 MB |
| Video Lectures/Unit 9 10 Policy Answer 1.mp4 | 324.65 KB |
| Video Lectures/Unit 9 11 Policy Question 2.mp4 | 307.94 KB |
| Video Lectures/Unit 9 12 Policy Answer 2.mp4 | 468.73 KB |
| Video Lectures/Unit 9 13 Policy Question 3.mp4 | 947.46 KB |
| Video Lectures/Unit 9 14 Policy Answer 3 Question 4.mp4 | 2.63 MB |
| Video Lectures/Unit 9 15 Policy Answer 4.mp4 | 1.30 MB |
| Video Lectures/Unit 9 16 MDP and Costs.mp4 | 8.72 MB |
| Video Lectures/Unit 9 17 Value Iteration 1.mp4 | 4.84 MB |
| Video Lectures/Unit 9 18 Value Iteration 2.mp4 | 1.06 MB |
| Video Lectures/Unit 9 19 Value Iteration 3.mp4 | 14.28 MB |
| Video Lectures/Unit 9 20 Deterministic Question 1.mp4 | 2.58 MB |
| Video Lectures/Unit 9 21 Deterministic Answer 1.mp4 | 989.79 KB |
| Video Lectures/Unit 9 22 Deterministic Question 2.mp4 | 432.04 KB |
| Video Lectures/Unit 9 23 Deterministic Answer 2.mp4 | 1.08 MB |
| Video Lectures/Unit 9 24 Deterministic Question 3.mp4 | 630.74 KB |
| Video Lectures/Unit 9 25 Deterministic Answer 3.mp4 | 2.06 MB |
| Video Lectures/Unit 9 26 Stochastic Question 1.mp4 | 1.14 MB |
| Video Lectures/Unit 9 27 Stochastic Answer 1.mp4 | 2.71 MB |
| Video Lectures/Unit 9 28 Stochastic Question 2.mp4 | 1.12 MB |
| Video Lectures/Unit 9 29 Stochastic Answer 2.mp4 | 4.67 MB |
| Video Lectures/Unit 9 30 Value Iterations and Policy 1.mp4 | 2.62 MB |
| Video Lectures/Unit 9 31 Value Iterations and Policy 2.mp4 | 8.77 MB |
| Video Lectures/Unit 9 32 MDP Conclusion.mp4 | 5.54 MB |
| Video Lectures/Unit 9 33 Partial Observability Introduction.mp4 | 2.33 MB |
| Video Lectures/Unit 9 34 POMDP vs MDP.mp4 | 2.34 MB |
| Video Lectures/Unit 9 35 POMDP.mp4 | 17.81 MB |
| Video Lectures/Unit 9 36 Planning Under Uncertainty Conclusion.mp4 | 1.83 MB |
| Video Lectures/Unit_3_02b_Question_ad.mp4.mp4 | 669.54 KB |
| Video Lectures/Unit_3_02c_Answer_ad.mp4.mp4 | 1.10 MB |
| Video Lectures/Unit_3_02d_Question_ad.mp4.mp4 | 1.07 MB |
| Video Lectures/Unit_3_02e_Answer_ad.mp4.mp4 | 1006.42 KB |
| Video Lectures/Unit_3_02f_Question_ad.mp4.mp4 | 2.14 MB |
| Video Lectures/Unit_3_02g_Answer_ad.mp4.mp4 | 1.54 MB |
| Video Lectures/Unit_3_02h_Question_ad.mp4.mp4 | 816.93 KB |
| Video Lectures/Unit_3_02i_Answer_ad.mp4.mp4 | 2.11 MB |
| Video Lectures/Unit_3_02j_Summary_ad.mp4.mp4 | 2.91 MB |
| Video Lectures/Unit_3_03_Dependence_ad.mp4.mp4 | 4.16 MB |
| Video Lectures/Unit_3_03a_Answer_ad.mp4.mp4 | 4.64 MB |
| Video Lectures/Unit_3_04_What_We_Learned_ad.mp4.mp4 | 4.48 MB |
| Video Lectures/Unit_3_05_Weather_Quiz_ad.mp4.mp4 | 1.96 MB |
| Video Lectures/Unit_3_05a_Answer_ad.mp4.mp4 | 472.69 KB |
| Video Lectures/Unit_3_05b_Question_ad.mp4.mp4 | 1.09 MB |
| Video Lectures/Unit_3_05c_Answer_ad.mp4.mp4 | 242.23 KB |
| Video Lectures/Unit_3_05d_Question_ad.mp4.mp4 | 1.35 MB |
| Video Lectures/Unit_3_05e_Answer_ad.mp4.mp4 | 6.65 MB |
| Video Lectures/Unit_3_06_Cancer_Quiz_ad.mp4.mp4 | 1.25 MB |
| Video Lectures/Unit_3_06a_Answer_and_Cancer_Test_ad.mp4.mp4 | 1.80 MB |
| Video Lectures/Unit_3_06b_Answer_ad.mp4.mp4 | 4.25 MB |
| Video Lectures/Unit_3_06c_Answer_ad.mp4.mp4 | 3.23 MB |
| Video Lectures/Unit_3_06d_Question_ad.mp4.mp4 | 625.79 KB |
| Video Lectures/Unit_3_06e_Answer_ad.mp4.mp4 | 6.84 MB |
| Video Lectures/Unit_3_07_Bayes_Rule_ad.mp4.mp4 | 14.34 MB |
| Video Lectures/Unit_3_07a_Bayes_Rule_Graphically_ad.mp4.mp4 | 7.54 MB |
| Video Lectures/Unit_3_07b_Answer_ad.mp4.mp4 | 1.41 MB |
| Video Lectures/Unit_3_08_More_Complex_Bayes_Networks_ad.mp4.mp4 | 12.51 MB |
| Video Lectures/Unit_3_08a_Two_Test_Cancer_Example_ad.mp4.mp4 | 5.44 MB |
| Video Lectures/Unit_3_08b_Answer_ad.mp4.mp4 | 8.55 MB |
| Video Lectures/Unit_3_08c_Question_ad.mp4.mp4 | 857.10 KB |
| Video Lectures/Unit_3_08d_Answer_ad.mp4.mp4 | 5.83 MB |
| Video Lectures/Unit_3_09_Conditional_Independence_ad.mp4.mp4 | 10.41 MB |
| Video Lectures/Unit_3_09a_Answer_ad.mp4.mp4 | 2.23 MB |
| Video Lectures/Unit_3_09b_Question_ad.mp4.mp4 | 2.91 MB |
| Video Lectures/Unit_3_09c_Answer_ad.mp4.mp4 | 11.99 MB |
| Video Lectures/Unit_3_09d_Absolute_vs_Conditional_Independence_ad.mp4.mp4 | 2.27 MB |
| Video Lectures/Unit_3_09e_Answer_ad.mp4.mp4 | 2.46 MB |
| Video Lectures/Unit_3_10_Different_Type_of_Bayes_Network_ad.mp4.mp4 | 8.74 MB |
| Video Lectures/Unit_3_10a_Answer_ad.mp4.mp4 | 3.10 MB |
| Video Lectures/Unit_3_11_Explaining_Away_ad.mp4.mp4 | 5.94 MB |
| Video Lectures/Unit_3_11a_Answer_ad.mp4.mp4 | 6.54 MB |
| Video Lectures/Unit_3_11b_Question_ad.mp4.mp4 | 1.88 MB |
| Video Lectures/Unit_3_11c_Answer_ad.mp4.mp4 | 13.38 MB |
| Video Lectures/Unit_3_11d_Question_ad.mp4.mp4 | 6.86 MB |
| Video Lectures/Unit_3_11e_Answer_ad.mp4.mp4 | 5.91 MB |
| Video Lectures/Unit_3_11f_Conclusion_ad.mp4.mp4 | 11.75 MB |
| Video Lectures/Unit_3_12a_Answer_ad.mp4.mp4 | 1.79 MB |
| Video Lectures/Unit_3_12b_Question_ad.mp4.mp4 | 1.94 MB |
| Video Lectures/Unit_3_12c_Answer_ad.mp4.mp4 | 1.35 MB |
| Video Lectures/Unit_3_12d_Question_ad.mp4.mp4 | 4.11 MB |
| Video Lectures/Unit_3_12e_Answer_ad.mp4.mp4 | 3.58 MB |
| Video Lectures/Unit_3_13_D-Separation_ad.mp4.mp4 | 3.26 MB |
| Video Lectures/Unit_3_13a_Answer_ad.mp4.mp4 | 3.17 MB |
| Video Lectures/Unit_3_13b_D-Separation_Example_ad.mp4.mp4 | 3.66 MB |
| Video Lectures/Unit_3_13c_Answer_ad.mp4.mp4 | 5.16 MB |
| Video Lectures/Unit_3_13d_D-Separation_General_Definition_ad.mp4.mp4 | 13.82 MB |
| Video Lectures/Unit_3_13e_Answer_ad.mp4.mp4 | 4.04 MB |
| Video Lectures/Unit_3_14_Congratulations_ad.mp4.mp4 | 3.21 MB |
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