Ai class | BF26198B4617E10CF1DBA9CF0D983BF411B498C1

Ai class

Name	ai-class	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.7 GB
Total Files	941
Hash	BF26198B4617E10CF1DBA9CF0D983BF411B498C1

/
Final Exam Printable.pdf	264.2 KB
/Video Lectures/
1 Introduction ad.mp4.mp4	7.1 MB
1 Peg Solitaire ad.mp4	4.4 MB
1 Peg Solitaire ANSWER ad.mp4	1.6 MB
10 Graph Search Answer ad.mp4	2.0 MB
11 Graph Search Termination ad.mp4	5.6 MB
12 Uniform Cost Search ad.mp4	3.6 MB
13 Uniform Cost Search ad.mp4	3.9 MB
14 Uniform Cost Search ad.mp4	4.5 MB
15 Uniform Cost Search ad.mp4	1.2 MB
16 Uniform Cost Termination ad.mp4	6.4 MB
17 Uniform Cost Termination Answer ad.mp4	6.5 MB
18 Depth First Search ad.mp4	8.0 MB
19 Search Optimality Answer ad.mp4	8.5 MB
2 Loaded Coin ad.mp4	3.6 MB
2 Loaded Coin ANSWER ad.mp4	2.4 MB
2 Route Finding Question ad.mp4	18.4 MB
20 Storage Requirements, Completeness ad.mp4	8.8 MB
21 Completeness Answer ad.mp4	3.3 MB
22 More on Uniform Cost Search ad.mp4	19.5 MB
23 A Star Search ad.mp4	15.7 MB
23 A Star Search ANSWER ad.mp4	2.0 MB
24 A Star Second Question ad.mp4	4.1 MB
24 A Star Second Question ANSWER ad.mp4	1.2 MB
25 A Star Third Question ad.mp4	2.6 MB
25 A Star Third Question ANSWER ad.mp4	889.8 KB
26 A Star Fourth Question ad.mp4	2.3 MB
26 A Star Fourth Question ANSWER ad.mp4	1.7 MB
27 A Star Fifth Question ad.mp4	6.2 MB
27 A Star Fifth Question ANSWER Mandatory ad.mp4	3.6 MB
28 Optimistic Heuristics ad.mp4	5.5 MB
29 State Spaces ad.mp4	3.7 MB
29 State Spaces ANSWER ad.mp4	2.1 MB
3 Path Through Maze ad.mp4	2.6 MB
3 Path Through Maze ANSWER ad.mp4	1.5 MB
3 Route Finding ad.mp4	12.2 MB
30 State Space Diagram and More Complexity ad.mp4	9.0 MB
30 State Space Diagram and More Complexity ANSWER ad.mp4	3.6 MB
31 Sliding Blocks Puzzle ad.mp4	7.0 MB
31 Sliding Blocks Puzzle ANSWER ad.mp4	2.7 MB
32 Where is the Intelligence ad.mp4	12.1 MB
33 What Cant Search Do ad.mp4	6.9 MB
34 Note on Implementation ad.mp4	10.4 MB
4 Search Tree ad.mp4	3.8 MB
4 Search Tree ANSWER ad.mp4	2.8 MB
4 Tree Search ad.mp4	13.5 MB
5 Another Search Tree ad.mp4	3.5 MB
5 Another Search Tree ANSWER ad.mp4	3.1 MB
5 Graph Search ad.mp4	5.7 MB
6 Graph Search Answer ad.mp4	13.7 MB
6 Search Network ad.mp4	4.7 MB
6 Search Network ANSWER ad.mp4	3.5 MB
7 A Star Search ad.mp4	6.5 MB
7 A Star Search ANSWER ad.mp4	6.6 MB
7 Graph Search Answer ad.mp4	2.5 MB
8 Graph Search Answer ad.mp4	1.1 MB
9 More Graph Search ad.mp4	2.8 MB
Final 01 Question 1.mp4.mp4	4.5 MB
Final 02 Answer 1.mp4.mp4	3.9 MB
Final 03 Question 2.mp4.mp4	4.0 MB
Final 04 Answer 2.mp4.mp4	3.5 MB
Final 05 Question 3.mp4.mp4	2.9 MB
Final 06 Answer 3.mp4.mp4	3.2 MB
Final 07 Question 4.mp4.mp4	11.6 MB
Final 08 Answer 4.mp4.mp4	7.0 MB
Final 09 Question 5.mp4.mp4	4.9 MB
Final 10 Answer 5.mp4.mp4	5.3 MB
Final 11 Question 6.mp4.mp4	4.8 MB
Final 12 Answer 6.mp4.mp4	4.5 MB
Final 13 Question 7.mp4.mp4	2.0 MB
Final 14 Answer 7.mp4.mp4	1.4 MB
Final 15 Question 8.mp4.mp4	1.9 MB
Final 16 Answer 8.mp4.mp4	3.0 MB
Final 17 Question 9.mp4.mp4	3.2 MB
Final 18 Answer 9.mp4.mp4	4.0 MB
Final 19 Question 10.mp4.mp4	1.3 MB
Final 20 Answer 10.mp4.mp4	1.1 MB
Final 21 Question 11.mp4.mp4	3.8 MB
Final 22 Answer 11.mp4.mp4	2.0 MB
Final 23 Question 12.mp4.mp4	4.3 MB
Final 24 Answer 12.mp4.mp4	3.8 MB
Homework 1, Congratulations!.mp4	299.6 KB
Homework 1, Introduction.mp4	339.3 KB
Homework 1, Question 1, Peg Solitaire ANSWER.mp4	1.2 MB
Homework 1, Question 1, Peg Solitaire.mp4	3.3 MB
Homework 1, Question 2, Loaded Coin ANSWER.mp4	2.1 MB
Homework 1, Question 2, Loaded Coin.mp4	3.0 MB
Homework 1, Question 3, Path Through Maze ANSWER.mp4	1.1 MB
Homework 1, Question 3, Path Through Maze.mp4	1.8 MB
Homework 1, Question 4, Search Tree ANSWER.mp4	2.1 MB
Homework 1, Question 4, Search Tree.mp4	2.3 MB
Homework 1, Question 5, Another Search Tree ANSWER.mp4	2.6 MB
Homework 1, Question 5, Another Search Tree.mp4	1.8 MB
Homework 1, Question 6, Search Network ANSWER.mp4	2.7 MB
Homework 1, Question 6, Search Network.mp4	3.2 MB
Homework 1, Question 7, A Search ANSWER.mp4	5.6 MB
Homework 1, Question 7, A Search.mp4	4.1 MB
Homework 2 1 ANSWER.mp4	2.3 MB
Homework 2 2 ANSWER.mp4	12.3 MB
Homework 2 3 ANSWER.mp4	6.1 MB
Homework 2 4 ANSWER.mp4	2.5 MB
Homework 2 5 ANSWER.mp4	2.9 MB
Homework 2 6 ANSWER.mp4	2.2 MB
Homework 3 1 Introduction.mp4	320.1 KB
Homework 3 2a Naive Bayes Laplacian Smoothing ANSWER.mp4	7.0 MB
Homework 3 2a Naive Bayes Laplacian Smoothing.mp4	3.8 MB
Homework 3 2b Naive Bayes Laplacian Smoothing ANSWER.mp4	3.4 MB
Homework 3 2b Naive Bayes Laplacian Smoothing.mp4	609.5 KB
Homework 3 2c Maximum Likelihood ANSWER.mp4	2.5 MB
Homework 3 2c Maximum Likelihood.mp4	1.1 MB
Homework 3 3a Linear Regression ANSWER.mp4	2.2 MB
Homework 3 3a Linear Regression.mp4	950.8 KB
Homework 3 3b Linear Regression ANSWER.mp4	5.4 MB
Homework 3 3b Linear Regression.mp4	886.5 KB
Homework 3 4 k Nearest Neighbors ANSWER.mp4	2.7 MB
Homework 3 4 k Nearest Neighbors.mp4	1.6 MB
Homework 3 5 k Nearest Neighbors ANSWER.mp4	4.1 MB
Homework 3 5 k Nearest Neighbors.mp4	1.7 MB
Homework 3 6 Perceptron ANSWER.mp4	1.3 MB
Homework 3 6 Perceptron.mp4	1.5 MB
Homework 3 7 Congratulations.mp4	194.6 KB
Homework 4 1 Logic.mp4	5.9 MB
Homework 4 2 More Logic.mp4	10.7 MB
Homework 4 3 Vacuum World.mp4	3.8 MB
Homework 4 4a More Vacuum World.mp4	5.4 MB
Homework 4 4b More Vacuum World.mp4	1.0 MB
Homework 4 4c More Vacuum World.mp4	1.1 MB
Homework 4 4d More Vacuum World.mp4	1.1 MB
Homework 4 5 Monkey and Bananas.mp4	3.8 MB
Homework 4 6 Situation Calculus.mp4	15.0 MB
Homework 5 1 Q Learning ANSWER.mp4.mp4	2.9 MB
Homework 5 1 Q Learning.mp4.mp4	4.7 MB
Homework 5 2 Function Generalization ANSWER.mp4.mp4	5.2 MB
Homework 5 2 Function Generalization.mp4.mp4	4.9 MB
Homework 5 3 Passive RL Agent ANSWER.mp4.mp4	3.2 MB
Homework 5 3 Passive RL Agent.mp4.mp4	3.4 MB
Homework 6 01 Max Likelihood Question.mp4.mp4	3.6 MB
Homework 6 02 Max Likelihood Answer.mp4.mp4	3.4 MB
Homework 6 03 Stationary Distribution Question.mp4.mp4	1.6 MB
Homework 6 04 Stationary Distribution Answer.mp4.mp4	2.1 MB
Homework 6 05 HMM Question.mp4.mp4	3.9 MB
Homework 6 06 HMM Answer.mp4.mp4	6.4 MB
Homework 6 07 Particle Filter Question 1.mp4.mp4	2.7 MB
Homework 6 08 Particle Filter Answer 1.mp4.mp4	1.6 MB
Homework 6 09 Particle Filter Question 2.mp4.mp4	2.9 MB
Homework 6 10 Particle Filter Answer 2.mp4.mp4	1.8 MB
Homework 6 11 Particle Filter Question 3.mp4.mp4	2.0 MB
Homework 6 12 Particle Filter Answer 3.mp4.mp4	3.2 MB
Homework 6 13 Particle Filter Question 4.mp4.mp4	1.2 MB
Homework 6 14 Particle Filter Answer 4.mp4.mp4	2.1 MB
Homework 6 15 Max Min Question.mp4.mp4	1.5 MB
Homework 6 16 Max Min Answer.mp4.mp4	1.1 MB
Homework 6 17 Scheduling Question.mp4.mp4	1.0 MB
Homework 6 18 Scheduling Answer.mp4.mp4	547.4 KB
Homework 6 19 Game Tree Question.mp4.mp4	3.4 MB
Homework 6 20 Game Tree Answer.mp4.mp4	3.7 MB
Homework 6 21 Strategy Question.mp4.mp4	937.3 KB
Homework 6 22 Strategy Answer.mp4.mp4	1.9 MB
Homework 7 01 Perspective Projection.mp4.mp4	5.4 MB
Homework 7 02 Perspective Projection Answer.mp4.mp4	3.3 MB
Homework 7 03 Linear or Not.mp4.mp4	5.1 MB
Homework 7 04 Linear or Not Answer.mp4.mp4	3.5 MB
Homework 7 05 Gradient Image.mp4.mp4	3.2 MB
Homework 7 06 Gradient Image Answer.mp4.mp4	3.1 MB
Homework 7 07 Stereo.mp4.mp4	5.8 MB
Homework 7 08 Stereo Answer.mp4.mp4	4.2 MB
Homework 7 09 Correspondence in Stereo.mp4.mp4	3.5 MB
Homework 7 10 Correspondence Answer.mp4.mp4	2.5 MB
Homework 7 11 Structure from Motion.mp4.mp4	4.3 MB
Homework 7 12 Motion Answer.mp4.mp4	3.1 MB
Homework 8 01 State Space Question.mp4.mp4	4.9 MB
Homework 8 03 Dynamic Programming Question 1.mp4.mp4	1.8 MB
Homework 8 05 Dynamic Programming Question 2.mp4.mp4	1.3 MB
Homework 8 07 Particle Question 1.mp4.mp4	3.9 MB
Homework 8 09 Particle Question 2.mp4.mp4	2.3 MB
Homework 8 11 Stanley Question.mp4.mp4	624.6 KB
Homework 8 13 Motion Model Question.mp4.mp4	2.8 MB
mdpreview 1 01 Deterministic Question.mp4.mp4	4.5 MB
mdpreview 1 02 Deterministic Answer.mp4.mp4	740.6 KB
mdpreview 1 03 Single Backup Question.mp4.mp4	1.8 MB
mdpreview 1 04 Single Backup Answer.mp4.mp4	1.3 MB
mdpreview 1 05 Convergence Question.mp4.mp4	1.8 MB
mdpreview 1 07 Optimal Policy Question.mp4.mp4	1.5 MB
mdpreview 1 08 Optimal Policy Answer.mp4.mp4	1.7 MB
mdpreview 6 06 Convergence Answer.mp4.mp4	2.4 MB
Midterm 1 Question 01.mp4.mp4	3.3 MB
Midterm 1 Question 02.mp4.mp4	1.9 MB
Midterm 1 Question 03.mp4.mp4	425.5 KB
Midterm 1 Question 04.mp4.mp4	1.2 MB
Midterm 1 Question 05.mp4.mp4	2.1 MB
Midterm 1 Question 06.mp4.mp4	1.7 MB
Midterm 1 Question 07.mp4.mp4	1.6 MB
Midterm 1 Question 08.mp4.mp4	3.8 MB
Midterm 1 Question 09.mp4.mp4	1.4 MB
Midterm 1 Question 10.mp4.mp4	1.4 MB
Midterm 1 Question 11.mp4.mp4	1.4 MB
Midterm 1 Question 12.mp4.mp4	3.0 MB
Midterm 1 Question 13.mp4.mp4	5.8 MB
Midterm 1 Question 14.mp4.mp4	1.5 MB
Midterm 1 Question 15.mp4.mp4	4.0 MB
Office Hours 06_1.mp4.mp4	50.3 MB
Office Hours 07 1.mp4.mp4	57.3 MB
Office Hours 07 2.mp4.mp4	48.6 MB
Office Hours 8 01.mp4.mp4	26.4 MB
Office Hours 8 02.mp4.mp4	29.9 MB
Office Hours 8 02.mp4[1].mp4	29.9 MB
Office Hours 9 01.mp4.mp4	35.5 MB
Office Hours 9 02.mp4.mp4	37.7 MB
Office Hours 9 03.mp4.mp4	39.0 MB
Office Hours for Week 5.mp4	47.0 MB
office hours part 1.mp4	44.4 MB
office hours part 2.mp4	28.6 MB
Programming Project 01 Optional Problem.mp4.mp4	11.9 MB
Programming Project Answer 01.mp4.mp4	9.0 MB
Programming Project Answer 02.mp4.mp4	6.0 MB
Unit 0 Introduction ad.mp4	5.2 MB
Unit 0w, 1 Introduction.mp4	4.8 MB
Unit 1 1 Introduction ad.mp4	8.5 MB
Unit 1 10 AI and Uncertainty ad.mp4	5.6 MB
Unit 1 11 Examples of AI in Practice 1 ad.mp4	16.6 MB
Unit 1 12 Chinese Translation Answer 1 ad.mp4	5.9 MB
Unit 1 13 Chinese Translation 2 Answer 1 ad.mp4	3.7 MB
Unit 1 14 Chinese Translation 3 Answer 1 ad.mp4	6.8 MB
Unit 1 15 Congratulations ad.mp4	3.8 MB
Unit 1 2 Intelligent Agents ad.mp4	6.9 MB
Unit 1 3 Applications of AI ad.mp4	26.8 MB
Unit 1 4 Terminology ad.mp4	19.6 MB
Unit 1 5 Checkers Answer ad.mp4	3.6 MB
Unit 1 6 Poker ad.mp4	1.0 MB
Unit 1 7 Poker Answer ad.mp4	1.9 MB
Unit 1 8 Robotic Car ad.mp4	1.5 MB
Unit 1 9 Robotic Car Answer ad.mp4	1.9 MB
Unit 10 01 Introduction.mp4.mp4	2.0 MB
Unit 10 02 Successes.mp4.mp4	9.0 MB
Unit 10 03 Forms of Learning.mp4.mp4	5.1 MB
Unit 10 04 Forms of Learning Question.mp4.mp4	6.7 MB
Unit 10 05 Forms of Learning Answer.mp4.mp4	4.2 MB
Unit 10 06 MDP Review.mp4.mp4	5.8 MB
Unit 10 07 Solving a MDP.mp4.mp4	5.6 MB
Unit 10 08 Agents of Reinforcement Learning.mp4.mp4	7.6 MB
Unit 10 09 Passive vs Active.mp4.mp4	5.5 MB
Unit 10 10 Passive Temporal Difference Learning.mp4.mp4	20.2 MB
Unit 10 11 Passive Agent Results.mp4.mp4	3.4 MB
Unit 10 12 Weaknesses Question.mp4.mp4	4.0 MB
Unit 10 13 Weaknesses Answers.mp4.mp4	3.4 MB
Unit 10 14 Active Reinforcement Learning.mp4.mp4	3.1 MB
Unit 10 15 Greedy Agent Results.mp4.mp4	4.7 MB
Unit 10 16 Balancing Policy.mp4.mp4	5.6 MB
Unit 10 17 Errors in Utility Questions.mp4.mp4	5.4 MB
Unit 10 18 Errors in Utility Answers.mp4.mp4	3.6 MB
Unit 10 19 Exploration Agents.mp4.mp4	3.9 MB
Unit 10 2 Successes.mp4.mp4	10.1 MB
Unit 10 20 Exploration Agent Results.mp4.mp4	2.9 MB
Unit 10 21 Q Learning 1.mp4.mp4	4.6 MB
Unit 10 22 Q Learning 2.mp4.mp4	4.9 MB
Unit 10 23 Pacman 1.mp4.mp4	5.8 MB
Unit 10 24 Pacman 2.mp4.mp4	8.1 MB
Unit 10 25 Conclusion.mp4.mp4	2.5 MB
Unit 11 01.mp4 Introduction.mp4.mp4	4.1 MB
Unit 11 02.mp4 Hidden Markov Models.mp4.mp4	3.0 MB
Unit 11 03.mp4 Bayes Network of HMMs.mp4.mp4	5.7 MB
Unit 11 04.mp4 Localization Problem Examples.mp4.mp4	13.7 MB
Unit 11 05.mp4 Markov Chain Question 1.mp4.mp4	3.9 MB
Unit 11 06.mp4 Markov Chain Answer 1.mp4.mp4	8.2 MB
Unit 11 07.mp4 Markov Chain Question 2.mp4.mp4	1.6 MB
Unit 11 08.mp4 Markov Chain Answer 2.mp4.mp4	4.3 MB
Unit 11 09.mp4 Stationary Distribution.mp4.mp4	8.9 MB
Unit 11 10.mp4 Stationary Distribution Question-.mp4.mp4	855.1 KB
Unit 11 11.mp4 Stationary Distribution Answer.mp4.mp4	5.5 MB
Unit 11 12.mp4 Finding Transition Probabilities.mp4.mp4	6.3 MB
Unit 11 13.mp4 Transition Probabilities Question.mp4.mp4	1.1 MB
Unit 11 14.mp4 Transition Probabilities Answer.mp4.mp4	2.3 MB
Unit 11 15.mp4 Laplacian Smoothing Question.mp4.mp4	5.1 MB
Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.mp4	6.7 MB
Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.mp4	13.7 MB
Unit 11 18.mp4 Happy Grumpy Question.mp4.mp4	2.5 MB
Unit 11 19.mp4 Happy Grumpy Answer.mp4.mp4	3.2 MB
Unit 11 20.mp4 Wow You Understand.mp4.mp4	1.7 MB
Unit 11 21.mp4 HMMs and Robot Localization.mp4.mp4	9.9 MB
Unit 11 22.mp4 HMM Equations.mp4.mp4	8.5 MB
Unit 11 23 HMM Localization Example.mp4.mp4	9.0 MB
Unit 11 24.mp4 Particle Filters.mp4.mp4	12.4 MB
Unit 11 25.mp4 Localization and Particle Filters.mp4.mp4	14.4 MB
Unit 11 26.mp4 Particle Filter Algorithm.mp4.mp4	9.7 MB
Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.mp4	5.3 MB
Unit 11 28.mp4 Conclusion.mp4.mp4	2.7 MB
Unit 13 01 Introduction.mp4.mp4	1.6 MB
Unit 13 02 Technologies Question.mp4.mp4	4.3 MB
Unit 13 03 Technologies Answer.mp4.mp4	2.0 MB
Unit 13 04 Games Question.mp4.mp4	3.9 MB
Unit 13 05 Games Answer.mp4.mp4	6.2 MB
Unit 13 06 Single Player Game.mp4.mp4	7.0 MB
Unit 13 07 Two Player Game.mp4.mp4	12.9 MB
Unit 13 08 Two Player Function.mp4.mp4	5.7 MB
Unit 13 09 Time Complexity Question.mp4.mp4	3.1 MB
Unit 13 10 Time Complexity Answer.mp4.mp4	726.4 KB
Unit 13 11 Space Complexity Question.mp4.mp4	1.5 MB
Unit 13 12 Space Complexity Answer.mp4.mp4	1.8 MB
Unit 13 13 Chess Question.mp4.mp4	2.6 MB
Unit 13 14 Chess Answer.mp4.mp4	762.6 KB
Unit 13 15 Complexity Reduction Question.mp4.mp4	1.8 MB
Unit 13 16 Complexity Reduction Answer.mp4.mp4	259.6 KB
Unit 13 17 Review Question.mp4.mp4	3.5 MB
Unit 13 18 Review Answer.mp4.mp4	1.6 MB
Unit 13 19 Reduce B.mp4.mp4	5.6 MB
Unit 13 20 Reduce B Question.mp4.mp4	446.4 KB
Unit 13 21 Reduce B Answer.mp4.mp4	1.5 MB
Unit 13 22 Reduce M.mp4.mp4	8.3 MB
Unit 13 23 Computing State Values.mp4.mp4	5.7 MB
Unit 13 24 Complexity Reduction Benefits.mp4.mp4	9.4 MB
Unit 13 25 Pacman Question.mp4.mp4	3.3 MB
Unit 13 26 Pacman Answer.mp4.mp4	6.2 MB
Unit 13 27 Chance.mp4.mp4	5.1 MB
Unit 13 28 Chance Question.mp4.mp4	2.7 MB
Unit 13 29 Chance Answer.mp4.mp4	3.8 MB
Unit 13 30 Terminal State Question.mp4.mp4	577.0 KB
Unit 13 31 Terminal State Answer.mp4.mp4	2.5 MB
Unit 13 32 Game Tree Question 1.mp4.mp4	1.1 MB
Unit 13 33 Game Tree Answer 1.mp4.mp4	926.0 KB
Unit 13 34 Game Tree Question 2.mp4.mp4	2.8 MB
Unit 13 35 Game Tree Answer 2.mp4.mp4	1.8 MB
Unit 13 36 Conclusion.mp4.mp4	5.8 MB
Unit 14 01 Introduction.mp4.mp4	5.6 MB
Unit 14 02 Dominant Strategy Question.mp4.mp4	9.4 MB
Unit 14 03 Dominant Strategy Answer.mp4.mp4	1.9 MB
Unit 14 04 Pareto Optimal Question.mp4.mp4	1.9 MB
Unit 14 05 Pareto Optimal Answer.mp4.mp4	912.7 KB
Unit 14 06 Equilibrium Question.mp4.mp4	1.8 MB
Unit 14 07 Equilibrium Answer.mp4.mp4	2.9 MB
Unit 14 08 Game Console Question 1.mp4.mp4	5.0 MB
Unit 14 09 Game Console Answer 1.mp4.mp4	1.5 MB
Unit 14 10 Game Console Question 2.mp4.mp4	511.9 KB
Unit 14 11 Game Console Answer 2.mp4.mp4	1.2 MB
Unit 14 12 2 Finger Morra.mp4.mp4	6.0 MB
Unit 14 13 Tree Question.mp4.mp4	6.0 MB
Unit 14 14 Tree Answer.mp4.mp4	3.9 MB
Unit 14 15 Mixed Strategy.mp4.mp4	7.9 MB
Unit 14 16 Solving the Game.mp4.mp4	7.5 MB
Unit 14 17 Mixed Strategy Issues.mp4.mp4	8.6 MB
Unit 14 18 2x2 Game Question 1.mp4.mp4	2.6 MB
Unit 14 19 2x2 Game Answer 1.mp4.mp4	2.3 MB
Unit 14 20 2x2 Game Question 2.mp4.mp4	1.4 MB
Unit 14 21 2x2 Game Answer 2.mp4.mp4	5.2 MB
Unit 14 22 Geometric Interpretation.mp4.mp4	6.0 MB
Unit 14 23 Poker.mp4.mp4	11.4 MB
Unit 14 24 Game Theory Strategies.mp4.mp4	6.4 MB
Unit 14 25 Fed vs Politicians Question.mp4.mp4	3.5 MB
Unit 14 26 Fed Vs Politicians Answer.mp4.mp4	6.3 MB
Unit 14 27 Mechanism Design.mp4.mp4	6.4 MB
Unit 14 28 Auction Question.mp4.mp4	9.2 MB
Unit 14 29 Auction Answer.mp4.mp4	3.3 MB
Unit 15 01 Introduction.mp4.mp4	2.1 MB
Unit 15 02 Scheduling.mp4.mp4	2.6 MB
Unit 15 03 Schedule Question.mp4.mp4	6.0 MB
Unit 15 04 Schedule Answer.mp4.mp4	3.3 MB
Unit 15 05 Resources Question.mp4.mp4	4.3 MB
Unit 15 06 Resources Answer.mp4.mp4	3.1 MB
Unit 15 07 Extending Planning.mp4.mp4	3.2 MB
Unit 15 08 Hierarchical Planning.mp4.mp4	4.6 MB
Unit 15 09 Refinement Planning.mp4.mp4	5.6 MB
Unit 15 10 Reachable States.mp4.mp4	6.0 MB
Unit 15 11 Reachable States Question.mp4.mp4	6.6 MB
Unit 15 12 Reachable States Answer.mp4.mp4	3.3 MB
Unit 15 13 Conformant Plan Question.mp4.mp4	6.3 MB
Unit 15 14 Conformant Plan Answer.mp4.mp4	1.5 MB
Unit 15 15 Sensory Plan Question.mp4.mp4	1.9 MB
Unit 15 16 Sensory Plan Answer.mp4.mp4	3.3 MB
Unit 16 01 Introduction.mp4.mp4	8.1 MB
Unit 16 02 Image Formation.mp4.mp4	9.6 MB
Unit 16 03 Projection Length Question.mp4.mp4	1.4 MB
Unit 16 04 Projection Length Answer.mp4.mp4	2.6 MB
Unit 16 05 Focal Length Question.mp4.mp4	1.2 MB
Unit 16 06 Focal Length Answer.mp4.mp4	1.4 MB
Unit 16 07 Range Question.mp4.mp4	2.3 MB
Unit 16 08 Range Answer.mp4.mp4	1.8 MB
Unit 16 09 Perspective Projection.mp4.mp4	4.2 MB
Unit 16 10 Vanishing Points.mp4.mp4	4.6 MB
Unit 16 11 Vanishing Points Question.mp4.mp4	1.4 MB
Unit 16 12 Vanishing Points Answer.mp4.mp4	2.3 MB
Unit 16 13 Lenses.mp4.mp4	7.5 MB
Unit 16 14 Computer Vision.mp4.mp4	5.2 MB
Unit 16 15 Invariance Question A.mp4.mp4	4.7 MB
Unit 16 16 Invariance Answer A.mp4.mp4	581.7 KB
Unit 16 17 Invariance Question B.mp4.mp4	1.2 MB
Unit 16 18 Invariance Answer B.mp4.mp4	1.3 MB
Unit 16 19 Invariance Question C.mp4.mp4	993.5 KB
Unit 16 20 Invariance Answer C.mp4.mp4	1.3 MB
Unit 16 21 Invariance Question D.mp4.mp4	1.1 MB
Unit 16 22 Invariance Answer D.mp4.mp4	734.0 KB
Unit 16 23 Invariance Question E.mp4.mp4	893.9 KB
Unit 16 24 Invariance Answer E.mp4.mp4	542.7 KB
Unit 16 25 Final Invariance Type.mp4.mp4	1.9 MB
Unit 16 26 Importance of Invariance.mp4.mp4	2.3 MB
Unit 16 27 Greyscale Images.mp4.mp4	6.2 MB
Unit 16 28 Extracting Features.mp4.mp4	10.8 MB
Unit 16 29 Extracting Features Question.mp4.mp4	1.3 MB
Unit 16 30 Extracting Features Answer.mp4.mp4	1.7 MB
Unit 16 31 Linear Filter.mp4.mp4	5.3 MB
Unit 16 32 Horizontal Edge Question.mp4.mp4	1.3 MB
Unit 16 33 Horizontal Edge Answer.mp4.mp4	1.5 MB
Unit 16 34 Vertical Filter Question.mp4.mp4	1.1 MB
Unit 16 35 Vertical Filter Answer.mp4.mp4	1.4 MB
Unit 16 36 Filter Results.mp4.mp4	2.5 MB
Unit 16 37 Gradient Images.mp4.mp4	5.8 MB
Unit 16 38 Canny Edge Detector.mp4.mp4	5.3 MB
Unit 16 39 Other Masks.mp4.mp4	2.1 MB
Unit 16 40 Prewitt Mask Question.mp4.mp4	881.1 KB
Unit 16 41 Prewitt Mask Answer.mp4.mp4	665.2 KB
Unit 16 42 Gaussian Kernel Question.mp4.mp4	3.2 MB
Unit 16 43 Gaussian Kernel Answer.mp4.mp4	1.6 MB
Unit 16 44 Reasons for Gaussian Kernels.mp4.mp4	11.6 MB
Unit 16 45 Harris Corner Detector.mp4.mp4	9.3 MB
Unit 16 46 Modern Feature Detectors.mp4.mp4	5.7 MB
Unit 16 47 Conclusion.mp4.mp4	2.6 MB
Unit 17 01 Introduction.mp4.mp4	2.4 MB
Unit 17 02 Depth Question.mp4.mp4	1.4 MB
Unit 17 03 Depth Answer.mp4.mp4	3.2 MB
Unit 17 04 Stereo.mp4.mp4	5.0 MB
Unit 17 05 Stereo Question.mp4.mp4	1.2 MB
Unit 17 06 Stereo Answer.mp4.mp4	4.3 MB
Unit 17 07 Solving for Depth.mp4.mp4	6.4 MB
Unit 17 08 Solve Depth Question.mp4.mp4	2.1 MB
Unit 17 09 Solve Depth Answer.mp4.mp4	942.9 KB
Unit 17 10 Change in X Question.mp4.mp4	1.5 MB
Unit 17 11 Change in X Answer.mp4.mp4	889.4 KB
Unit 17 12 Focal Length Question.mp4.mp4	1.6 MB
Unit 17 13 Focal Length Answer.mp4.mp4	974.4 KB
Unit 17 14 Correspondence Question.mp4.mp4	1.9 MB
Unit 17 15 Correspondence Answer.mp4.mp4	3.8 MB
Unit 17 16 Determine Correspondence Question.mp4.mp4	6.6 MB
Unit 17 17 Determine Correspondence Answer.mp4.mp4	642.9 KB
Unit 17 18 SSD Minimization.mp4.mp4	6.6 MB
Unit 17 19 Disparity Maps.mp4.mp4	7.4 MB
Unit 17 20 Context Question.mp4.mp4	5.0 MB
Unit 17 21 Context Answer.mp4.mp4	2.4 MB
Unit 17 22 Alignment 1 Question.mp4.mp4	4.4 MB
Unit 17 23 Alignment 1 Answer.mp4.mp4	1.5 MB
Unit 17 24 Alignment 2 Question.mp4.mp4	1.5 MB
Unit 17 25 Alignment 2 Answer.mp4.mp4	3.0 MB
Unit 17 26 Dynamic Programming.mp4.mp4	13.6 MB
Unit 17 27 Pixel Correspondence Question 1.mp4.mp4	2.3 MB
Unit 17 28 Pixel Correspondence Answer 1.mp4.mp4	2.4 MB
Unit 17 29 Pixel Correspondence Question 2.mp4.mp4	1.6 MB
Unit 17 30 Pixel Correspondence Answer 2.mp4.mp4	3.5 MB
Unit 17 31 Finding the Best Alignment.mp4.mp4	1.8 MB
Unit 17 32 Correspondence Issues.mp4.mp4	4.4 MB
Unit 17 33 Improving Stereo Vision.mp4.mp4	10.2 MB
Unit 18 01 Structure from Motion Question.mp4.mp4	5.5 MB
Unit 18 02 Structure from Motion Answer.mp4.mp4	1.7 MB
Unit 18 03 Projection Question.mp4.mp4	2.3 MB
Unit 18 04 Projection Answer.mp4.mp4	2.8 MB
Unit 18 05 Structure from Motion Models.mp4.mp4	12.9 MB
Unit 18 06 SFM Math.mp4.mp4	5.3 MB
Unit 18 07 Recovered Unknowns Question.mp4.mp4	5.7 MB
Unit 18 08 Recovered Unknowns Answer.mp4.mp4	3.3 MB
Unit 18 09 Conclusion.mp4.mp4	2.8 MB
Unit 19 01 Autonomous Vehicle Intro 1.mp4.mp4	19.7 MB
Unit 19 02 Autonomous Vehicle Intro 2.mp4.mp4	27.0 MB
Unit 19 03 Robotics Introduction.mp4.mp4	1.5 MB
Unit 19 04 Robotics Question.mp4.mp4	1.8 MB
Unit 19 05 Robotics Answer.mp4.mp4	2.3 MB
Unit 19 06 Kinematic Question 1.mp4.mp4	3.2 MB
Unit 19 07 Kinematic Answer 1.mp4.mp4	2.2 MB
Unit 19 08 Kinematic Question 2.mp4.mp4	794.2 KB
Unit 19 09 Kinematic Answer 2.mp4.mp4	1.4 MB
Unit 19 10 Dynamic Question.mp4.mp4	700.0 KB
Unit 19 11 Dynamic Answer.mp4.mp4	2.5 MB
Unit 19 12 Helicopter Question 1.mp4.mp4	1.1 MB
Unit 19 13 Helicopter Answer 1.mp4.mp4	1.9 MB
Unit 19 14 Helicopter Question 2.mp4.mp4	366.0 KB
Unit 19 15 Helicopter Answer 2.mp4.mp4	1.8 MB
Unit 19 16 Localization.mp4.mp4	5.4 MB
Unit 19 17 Monte Carlo Localization.mp4.mp4	9.8 MB
Unit 19 18 Localization Question 1.mp4.mp4	1.6 MB
Unit 19 19 Localization Answer 1.mp4.mp4	2.5 MB
Unit 19 20 Localization Question 2.mp4.mp4	1.5 MB
Unit 19 21 Localization Answer 2.mp4.mp4	3.4 MB
Unit 1w, 1 Introduction.mp4	6.7 MB
Unit 1w, 10 AI and Uncertainty.mp4	4.8 MB
Unit 1w, 11 Examples of AI in Practice.mp4	14.7 MB
Unit 1w, 12 Chinese Translation Answer.mp4	4.3 MB
Unit 1w, 13 Chinese Translation Answer 2.mp4	2.6 MB
Unit 1w, 14 Chinese Translation Answer 3.mp4	5.2 MB
Unit 1w, 15 Congratulations.mp4	3.1 MB
Unit 1w, 2 Intelligent Agents.mp4	5.1 MB
Unit 1w, 3 Applications of AI.mp4	21.1 MB
Unit 1w, 4 Terminology.mp4	17.2 MB
Unit 1w, 5 Checkers Answer.mp4	2.9 MB
Unit 1w, 6 Poker.mp4	664.3 KB
Unit 1w, 7 Poker Answer.mp4	1.7 MB
Unit 1w, 8 Robotic Car.mp4	1.2 MB
Unit 1w, 9 Robotic Car Answer.mp4	1.9 MB
Unit 2, Topic 1, Introduction.mp4	4.8 MB
Unit 2, Topic 10, Graph Search Answer.mp4	1.6 MB
Unit 2, Topic 11, Graph Search Termination.mp4	4.9 MB
Unit 2, Topic 12, Uniform Cost Search.mp4	2.8 MB
Unit 2, Topic 13, Uniform Cost Search.mp4	2.6 MB
Unit 2, Topic 14, Uniform Cost Search.mp4	3.1 MB
Unit 2, Topic 15, Uniform Cost Search.mp4	995.8 KB
Unit 2, Topic 16, Uniform Cost Termination.mp4	4.0 MB
Unit 2, Topic 17, Uniform Cost Termination Answer.mp4	5.7 MB
Unit 2, Topic 18, Depth First Search.mp4	5.9 MB
Unit 2, Topic 19, Search Optimality Answer.mp4	5.9 MB
Unit 2, Topic 2, Route Finding Question.mp4	14.0 MB
Unit 2, Topic 20, Storage Requirements, Completeness.mp4	6.6 MB
Unit 2, Topic 21, Completeness Answer.mp4	2.6 MB
Unit 2, Topic 22, More on Uniform Cost Search.mp4	14.5 MB
Unit 2, Topic 23, A-Star Search ANSWER.mp4	964.4 KB
Unit 2, Topic 23, A-Star Search.mp4	11.5 MB
Unit 2, Topic 24, A-Star Second Question ANSWER.mp4	898.0 KB
Unit 2, Topic 24, A-Star Second Question.mp4	3.0 MB
Unit 2, Topic 25, A-Star Third Question ANSWER.mp4	619.0 KB
Unit 2, Topic 25, A-Star Third Question.mp4	1.4 MB
Unit 2, Topic 26, A-Star Fourth Question ANSWER.mp4	1.5 MB
Unit 2, Topic 26, A-Star Fourth Question.mp4	1.9 MB
Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.mp4	2.7 MB
Unit 2, Topic 27, A-Star Fifth Question.mp4	5.3 MB
Unit 2, Topic 28, Optimistic Heuristics.mp4	4.5 MB
Unit 2, Topic 29, State Spaces ANSWER.mp4	1.9 MB
Unit 2, Topic 29, State Spaces.mp4	3.1 MB
Unit 2, Topic 3, Route Finding.mp4	9.7 MB
Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.mp4	3.1 MB
Unit 2, Topic 30, State Space Diagram and More Complexity.mp4	6.1 MB
Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.mp4	2.3 MB
Unit 2, Topic 31, Sliding Blocks Puzzle.mp4	5.9 MB
Unit 2, Topic 32, Where is the Intelligence.mp4	10.6 MB
Unit 2, Topic 33, What Can't Search Do.mp4	6.1 MB
Unit 2, Topic 34, Note on Implementation.mp4	8.5 MB
Unit 2, Topic 4, Tree Search.mp4	10.5 MB
Unit 2, Topic 5, Tree Search Answer.mp4	9.4 MB
Unit 2, Topic 6, Graph Search.mp4	3.5 MB
Unit 2, Topic 7, Graph Search Answer.mp4	2.3 MB
Unit 2, Topic 8, Graph Search Answer.mp4	700.1 KB
Unit 2, Topic 9, More Graph Search.mp4	2.1 MB
Unit 20 01 Prediction.mp4.mp4	4.6 MB
Unit 20 02 Measurement Question.mp4.mp4	8.0 MB
Unit 20 03 Measurement Answer.mp4.mp4	7.3 MB
Unit 20 04 Resampling Question.mp4.mp4	5.8 MB
Unit 20 05 Resampling Answer.mp4.mp4	1.0 MB
Unit 20 06 Planning Question.mp4.mp4	3.1 MB
Unit 20 07 Planning Answer.mp4.mp4	805.2 KB
Unit 20 08 Road Graph.mp4.mp4	4.1 MB
Unit 20 09 Cost Question.mp4.mp4	4.8 MB
Unit 20 10 Cost Answer.mp4.mp4	2.8 MB
Unit 20 11 Dynamic Programming 1.mp4.mp4	14.8 MB
Unit 20 12 Dynamic Programming 2.mp4.mp4	10.3 MB
Unit 20 13 Robotic Path Planning.mp4.mp4	8.8 MB
Unit 20 14 Path Planning Examples.mp4.mp4	10.5 MB
Unit 20 15 Conclusion.mp4.mp4	4.3 MB
Unit 21 01 Introduction.mp4.mp4	4.3 MB
Unit 21 02 Language Models.mp4.mp4	9.4 MB
Unit 21 03 Bag of Words.mp4.mp4	3.2 MB
Unit 21 04 Probabilistic Models.mp4.mp4	18.1 MB
Unit 21 05 Language and Learning.mp4.mp4	6.4 MB
Unit 21 06 Language Models Question.mp4.mp4	1.5 MB
Unit 21 07 Language Models Answer.mp4.mp4	5.4 MB
Unit 21 08 Unigram Model Samples.mp4.mp4	3.2 MB
Unit 21 09 Bigram Model Samples.mp4.mp4	1.9 MB
Unit 21 10 Trigram Model Samples.mp4.mp4	1.6 MB
Unit 21 11 N Gram Model Samples.mp4.mp4	3.8 MB
Unit 21 12 N Gram Model Question.mp4.mp4	2.4 MB
Unit 21 13 N Gram Model Answer.mp4.mp4	983.7 KB
Unit 21 14 Probability Question.mp4.mp4	5.8 MB
Unit 21 15 Probability Answer.mp4.mp4	1.7 MB
Unit 21 16 Language Question.mp4.mp4	3.6 MB
Unit 21 17 Language Answer.mp4.mp4	4.3 MB
Unit 21 18 Letter Bigram Question.mp4.mp4	2.1 MB
Unit 21 19 Letter Bigram Answer.mp4.mp4	1.0 MB
Unit 21 20 Trigram Model Question.mp4.mp4	3.3 MB
Unit 21 21 Trigram Model Answer.mp4.mp4	727.5 KB
Unit 21 22 Classification.mp4.mp4	5.0 MB
Unit 21 23 Classification Question.mp4.mp4	1.7 MB
Unit 21 24 Classification Answer.mp4.mp4	1.3 MB
Unit 21 25 Gzip.mp4.mp4	7.6 MB
Unit 21 26 Segmentation.mp4.mp4	4.1 MB
Unit 21 27 Segmentation Probabilistic Model.mp4.mp4	4.9 MB
Unit 21 28 Probabilistic Model Question.mp4.mp4	2.0 MB
Unit 21 29 Probabilistic Model Answer.mp4.mp4	1.3 MB
Unit 21 30 Best Segmentation 1.mp4.mp4	5.2 MB
Unit 21 31 Best Segmentation 2.mp4.mp4	6.8 MB
Unit 21 32 Segment Code.mp4.mp4	2.8 MB
Unit 21 33 Segment Question 1.mp4.mp4	3.9 MB
Unit 21 34 Segment Answer 1.mp4.mp4	2.5 MB
Unit 21 35 Segment Question 2.mp4.mp4	1.6 MB
Unit 21 36 Segment Answer 2.mp4.mp4	3.3 MB
Unit 21 37 Spelling Correction.mp4.mp4	8.4 MB
Unit 21 38 Spelling Data.mp4.mp4	6.1 MB
Unit 21 39 Correction Example.mp4.mp4	13.6 MB
Unit 21 40 Software Engineering.mp4.mp4	9.7 MB
Unit 22 01 Sentence Structure.mp4.mp4	7.4 MB
Unit 22 02 Parses Question.mp4.mp4	11.0 MB
Unit 22 03 Parses Answer.mp4.mp4	7.3 MB
Unit 22 04 Problems and Solutions Question.mp4.mp4	5.9 MB
Unit 22 05 Problems and Solutions Answer.mp4.mp4	7.8 MB
Unit 22 06 Writing Grammars.mp4.mp4	8.1 MB
Unit 22 07 PCFG.mp4.mp4	11.2 MB
Unit 22 08 PCFG Question.mp4.mp4	1.5 MB
Unit 22 09 PCFG Answer.mp4.mp4	2.5 MB
Unit 22 10 Probability Origins.mp4.mp4	10.1 MB
Unit 22 11 Resolving Ambiguity.mp4.mp4	8.7 MB
Unit 22 12 LPCFG.mp4.mp4	17.6 MB
Unit 22 13 Parsing into a Tree.mp4.mp4	12.3 MB
Unit 22 14 Machine Translation.mp4.mp4	8.7 MB
Unit 22 15 Translation Example.mp4.mp4	16.3 MB
Unit 3 1 Introduction.mp4	23.3 MB
Unit 3 10 Different Type of Bayes Network.mp4	7.3 MB
Unit 3 10a Answer.mp4	3.1 MB
Unit 3 11 Explaining Away.mp4	6.0 MB
Unit 3 11a Answer.mp4	5.1 MB
Unit 3 11b Question.mp4	1.8 MB
Unit 3 11c Answer.mp4	11.0 MB
Unit 3 11d Question.mp4	6.9 MB
Unit 3 11e Answer.mp4	4.5 MB
Unit 3 11f Conclusion.mp4	10.6 MB
Unit 3 12 General Bayes Networks.mp4	9.4 MB
Unit 3 12a Answer.mp4	1.1 MB
Unit 3 12b Question.mp4	974.9 KB
Unit 3 12c Answer.mp4	945.4 KB
Unit 3 12d Question.mp4	1.9 MB
Unit 3 12e Answer.mp4	2.1 MB
Unit 3 12f Value of the Network.mp4	1.4 MB
Unit 3 13 D-Separation.mp4	1.9 MB
Unit 3 13a Answer.mp4	2.8 MB
Unit 3 13b D-Separation Example.mp4	2.5 MB
Unit 3 13c Answer.mp4	4.8 MB
Unit 3 13d D-Separation General Definition.mp4	9.4 MB
Unit 3 13e Answer.mp4	3.7 MB
Unit 3 14 Congratulations.mp4	2.8 MB
Unit 3 2 Probabilities.mp4	2.2 MB
Unit 3 2a Answer.mp4	1.0 MB
Unit 3 2b Question.mp4	466.1 KB
Unit 3 2c Answer.mp4	928.6 KB
Unit 3 2d Question.mp4	767.4 KB
Unit 3 2e Answer.mp4	801.3 KB
Unit 3 2f Question.mp4	1.8 MB
Unit 3 2g Answer.mp4	1.3 MB
Unit 3 2h Question.mp4	565.2 KB
Unit 3 2i Answer.mp4	1.5 MB
Unit 3 2j Summary.mp4	2.5 MB
Unit 3 3 Dependence.mp4	3.5 MB
Unit 3 3a Answer.mp4	3.7 MB
Unit 3 4 What We Learned.mp4	3.6 MB
Unit 3 5 Weather Quiz.mp4	1.4 MB
Unit 3 5a Answer.mp4	289.4 KB
Unit 3 5b Question.mp4	765.9 KB
Unit 3 5c Answer.mp4	245.9 KB
Unit 3 5d Question.mp4	1.1 MB
Unit 3 5e Answer.mp4	4.7 MB
Unit 3 6 Cancer Quiz.mp4	1.1 MB
Unit 3 6a Answer and Cancer Test.mp4	1.5 MB
Unit 3 6b Answer.mp4	3.4 MB
Unit 3 6c Answer.mp4	2.4 MB
Unit 3 6d Question.mp4	439.2 KB
Unit 3 6e Answer.mp4	6.5 MB
Unit 3 7 Bayes Rule.mp4	12.2 MB
Unit 3 7a Bayes Rule Graphically.mp4	6.5 MB
Unit 3 7b Answer.mp4	1.3 MB
Unit 3 8 More Complex Bayes Networks.mp4	11.1 MB
Unit 3 8a Two Test Cancer Example.mp4	4.0 MB
Unit 3 8b Answer.mp4	6.9 MB
Unit 3 8c Question.mp4	679.1 KB
Unit 3 8d Answer.mp4	4.0 MB
Unit 3 9 Conditional Independence.mp4	9.8 MB
Unit 3 9a Answer.mp4	2.2 MB
Unit 3 9b Question.mp4	1.9 MB
Unit 3 9c Answer.mp4	9.6 MB
Unit 3 9d Absolute vs Conditional Independence.mp4	1.5 MB
Unit 3 9e Answer.mp4	2.5 MB
Unit 4, 1 Probabilistic Inference.mp4	15.2 MB
Unit 4, 10 Monty Hall Problem.mp4	4.3 MB
Unit 4, 10a Answer.mp4	5.7 MB
Unit 4, 10b Monty Hall Letter.mp4	2.4 MB
Unit 4, 1a Answer.mp4	648.2 KB
Unit 4, 2 Enumeration.mp4	14.4 MB
Unit 4, 2a Answer.mp4	6.5 MB
Unit 4, 3 Speeding up Enumeration.mp4	11.4 MB
Unit 4, 3a Answer.mp4	1.3 MB
Unit 4, 3b Second Question.mp4	724.4 KB
Unit 4, 3c Second Answer.mp4	1.9 MB
Unit 4, 3d Third Question.mp4	649.5 KB
Unit 4, 3e Third Answer.mp4	639.8 KB
Unit 4, 3f Fourth Question.mp4	426.3 KB
Unit 4, 3g Fourth Answer.mp4	1.5 MB
Unit 4, 3h Causal Direction.mp4	1.0 MB
Unit 4, 4 Variable Elimination.mp4	15.2 MB
Unit 4, 4a Answer.mp4	1.5 MB
Unit 4, 4b More Variable Elimination.mp4	1.6 MB
Unit 4, 4c Answer.mp4	2.1 MB
Unit 4, 4d Even More Variable Elimination.mp4	1.7 MB
Unit 4, 4e Answer.mp4	1.1 MB
Unit 4, 4f Summary.mp4	1.1 MB
Unit 4, 5 Approximate Inference Sampling.mp4	7.0 MB
Unit 4, 6 Sampling Example.mp4	7.4 MB
Unit 4, 6a Sampling Example.mp4	3.6 MB
Unit 4, 6b More Sampling.mp4	6.0 MB
Unit 4, 7 Rejection Sampling.mp4	6.5 MB
Unit 4, 8 Likelihood Weighting.mp4	6.2 MB
Unit 4, 8a Answer.mp4	2.0 MB
Unit 4, 8b Likelihood Weighting is Consistent.mp4	1.1 MB
Unit 4, 8c Likelihood Weighting Problems.mp4	3.1 MB
Unit 4, 9 Gibbs Sampling.mp4	6.0 MB
Unit 5 1 Introduction.mp4	3.9 MB
Unit 5 10 Question.mp4	868.0 KB
Unit 5 11 Answer.mp4	868.7 KB
Unit 5 12 Maximum Likelihood.mp4	14.7 MB
Unit 5 13 Answer.mp4	1.6 MB
Unit 5 14 Relationship to Bayes Networks.mp4	4.4 MB
Unit 5 15 Answer.mp4	1.6 MB
Unit 5 16 Question.mp4	1.5 MB
Unit 5 17 Answer.mp4	3.4 MB
Unit 5 18 Question.mp4	1.2 MB
Unit 5 19 Answer.mp4	3.4 MB
Unit 5 2 What is Machine Learning.mp4	6.1 MB
Unit 5 20 Question.mp4	1.1 MB
Unit 5 21 Answer and Laplace Smoothing.mp4	10.8 MB
Unit 5 22 Answer.mp4	4.0 MB
Unit 5 23 Question.mp4	1.4 MB
Unit 5 24 Answer.mp4	4.2 MB
Unit 5 25 Question.mp4	1.2 MB
Unit 5 26 Answer.mp4	3.2 MB
Unit 5 27 Summary Naive Bayes.mp4	5.8 MB
Unit 5 28 Advanced SPAM Filtering.mp4	4.8 MB
Unit 5 29 Digit Recognition.mp4	8.0 MB
Unit 5 3 Answer.mp4	2.6 MB
Unit 5 30 Overfitting Prevention.mp4	11.4 MB
Unit 5 31 Classification vs Regression.mp4	6.7 MB
Unit 5 32 Answer.mp4	1.5 MB
Unit 5 33 Linear Regression.mp4	9.3 MB
Unit 5 34 Answer.mp4	4.2 MB
Unit 5 35 More Linear Regression.mp4	3.3 MB
Unit 5 36 Quadratic Loss.mp4	13.4 MB
Unit 5 37 Answer.mp4	4.8 MB
Unit 5 38 Problems with Linear Regression.mp4	7.1 MB
Unit 5 39 Answer.mp4	3.3 MB
Unit 5 4 Stanley DARPA Grand Challenge.mp4	7.3 MB
Unit 5 40 Linear Regression and Complexity Control.mp4	5.4 MB
Unit 5 41 Minimizing Complicated Loss Functions.mp4	5.8 MB
Unit 5 42 Answer.mp4	2.8 MB
Unit 5 43 Question.mp4	1.6 MB
Unit 5 44 Answer.mp4	1.1 MB
Unit 5 45 Question.mp4	1.2 MB
Unit 5 46 Answer.mp4	3.5 MB
Unit 5 47 Gradient Descent Implementation.mp4	5.5 MB
Unit 5 48 Perceptron.mp4	14.1 MB
Unit 5 49 Answer and SVMs.mp4	18.9 MB
Unit 5 5 Taxonomy.mp4	12.5 MB
Unit 5 50 k Nearest Neighbors.mp4	6.6 MB
Unit 5 51 kNN Definition.mp4	3.7 MB
Unit 5 52 Answer.mp4	2.2 MB
Unit 5 53 k as Smoothing Parameter.mp4	5.7 MB
Unit 5 54 Problems with kNN.mp4	6.9 MB
Unit 5 55 Congratulations.mp4	4.0 MB
Unit 5 6 Supervised Learning.mp4	10.5 MB
Unit 5 7 Occam's Razor.mp4	8.9 MB
Unit 5 8 SPAM Detection.mp4	14.4 MB
Unit 5 9 Answer.mp4	1.7 MB
Unit 6 1 Unsupervised Learning.mp4	3.9 MB
Unit 6 1a Answer.mp4	1.4 MB
Unit 6 1b Question.mp4	2.3 MB
Unit 6 1c Answer.mp4	3.0 MB
Unit 6 2 Terminology.mp4	4.8 MB
Unit 6 3 Google Street View and Clustering.mp4	8.1 MB
Unit 6 4 k-Means Clustering Example.mp4	6.2 MB
Unit 6 4a k-Means Algorithm.mp4	6.4 MB
Unit 6 4b Answer.mp4	965.5 KB
Unit 6 4c Question.mp4	982.4 KB
Unit 6 4d Answer.mp4	1.9 MB
Unit 6 4e Question.mp4	738.5 KB
Unit 6 4f Answer.mp4	1.4 MB
Unit 6 5 Expectation Maximization.mp4	13.9 MB
Unit 6 5a Gaussian Learning.mp4	7.2 MB
Unit 6 5b Maximum Likelihood.mp4	13.6 MB
Unit 6 5c Answer.mp4	1.8 MB
Unit 6 5d Question.mp4	579.8 KB
Unit 6 5e Answer.mp4	1.2 MB
Unit 6 5f Question.mp4	2.6 MB
Unit 6 5g Answer.mp4	1.9 MB
Unit 6 5h Gaussian Summary.mp4	970.5 KB
Unit 6 5i EM as Generalization of k-Means.mp4	4.7 MB
Unit 6 5j EM Algorithm.mp4	10.5 MB
Unit 6 5k Answer.mp4	880.4 KB
Unit 6 5l Question.mp4	1.2 MB
Unit 6 5m Answer.mp4	478.2 KB
Unit 6 5n Question.mp4	2.6 MB
Unit 6 5o Answer.mp4	2.2 MB
Unit 6 5p Choosing k.mp4	6.5 MB
Unit 6 5q Clustering Summary.mp4	2.3 MB
Unit 6 6 Dimensionality Reduction.mp4	1.4 MB
Unit 6 6a Answer.mp4	622.0 KB
Unit 6 6b Question.mp4	429.6 KB
Unit 6 6c Answer.mp4	1.6 MB
Unit 6 6d Linear Dimensionality Reduction.mp4	9.5 MB
Unit 6 6e Face Example.mp4	7.1 MB
Unit 6 6f Scan Example.mp4	12.5 MB
Unit 6 6g Piece-Wise Linear Projection.mp4	1.8 MB
Unit 6 7 Spectral Clustering.mp4	2.4 MB
Unit 6 7a Answer.mp4	1.9 MB
Unit 6 7b Spectral Clustering Algorithm.mp4	18.1 MB
Unit 6 7c Answer.mp4	288.8 KB
Unit 6 7d Question.mp4	934.8 KB
Unit 6 7e Answer.mp4	738.0 KB
Unit 6 8 Supervised vs Unsupervised Learning.mp4	6.3 MB
Unit 7 1 Introduction.mp4	3.8 MB
Unit 7 2 Propositional Logic.mp4	12.1 MB
Unit 7 2a Truth Tables.mp4	8.8 MB
Unit 7 2b Answer.mp4	2.6 MB
Unit 7 2c Question.mp4	1.7 MB
Unit 7 2d Answer.mp4	4.3 MB
Unit 7 2e Question.mp4	3.1 MB
Unit 7 2f Answer.mp4	2.2 MB
Unit 7 2g Terminology.mp4	4.9 MB
Unit 7 2h Answer.mp4	5.5 MB
Unit 7 2i Propositional Logic Limitations.mp4	4.2 MB
Unit 7 3 First Order Logic.mp4	12.1 MB
Unit 7 3a Models.mp4	12.8 MB
Unit 7 3b Syntax.mp4	13.4 MB
Unit 7 3c Vacuum World.mp4	10.6 MB
Unit 7 3d Question.mp4	4.1 MB
Unit 7 3e Answer.mp4	4.4 MB
Unit 7 3f Question.mp4	9.7 MB
Unit 7 3g Answer.mp4	6.8 MB
Unit 8 1 Introduction.mp4	2.3 MB
Unit 8 10 Infinite Sequences.mp4	6.8 MB
Unit 8 11 Finding a Successful Plan-.mp4	5.5 MB
Unit 8 12 Finding a Successful Plan Question.mp4	7.1 MB
Unit 8 13 Finding a Successful Plan Answer.mp4	3.2 MB
Unit 8 14 Problem Solving via Mathematical Notation.mp4	8.7 MB
Unit 8 15 Tracking the Predict Update Cycle.mp4	9.5 MB
Unit 8 16 Classical Planning 1.mp4	18.3 MB
Unit 8 17 Classical Planning 2.mp4	5.9 MB
Unit 8 18 Progression Search.mp4	4.6 MB
Unit 8 19 Regression Search.mp4	10.3 MB
Unit 8 2 Problem Solving vs Planning.mp4	8.6 MB
Unit 8 20 Regression vs Progression.mp4	5.9 MB
Unit 8 21 Plan Space Search.mp4	7.2 MB
Unit 8 22 Sliding Puzzle Example.mp4	10.5 MB
Unit 8 23 Situation Calculus 1.mp4	12.4 MB
Unit 8 24 Situation Calculus 2.mp4	12.7 MB
Unit 8 25 Situation Calculus 3.mp4	10.1 MB
Unit 8 3 Planning vs Execution.mp4	10.9 MB
Unit 8 4 Vacuum Cleaner Example.mp4	7.2 MB
Unit 8 5 Sensorless Vacumm Cleaner Problem-.mp4	7.6 MB
Unit 8 6 Sensorless Vacuum Cleaner Answer.mp4	1.2 MB
Unit 8 7 Partially Observable Vacuum Cleaner Example.mp4	8.1 MB
Unit 8 8 Stocastic Environment Problem.mp4	9.5 MB
Unit 8 9 Stochastic Environment Answer.mp4	2.7 MB
Unit 9 01 Introduction.mp4	1.8 MB
Unit 9 02 Planning Under Uncertainty MDP.mp4	11.4 MB
Unit 9 03 Robot Tour Guide Examples.mp4	13.1 MB
Unit 9 04 MDP Grid World.mp4	8.8 MB
Unit 9 05 Problems with Conventional Planning 1.mp4	5.3 MB
Unit 9 06 Branching Factor Question.mp4	1.8 MB
Unit 9 07 Branching Factor Answer.mp4	917.9 KB
Unit 9 08 Problems with Conventional Planning 2.mp4	4.1 MB
Unit 9 09 Policy Question 1.mp4	2.0 MB
Unit 9 10 Policy Answer 1.mp4	332.4 KB
Unit 9 11 Policy Question 2.mp4	315.3 KB
Unit 9 12 Policy Answer 2.mp4	480.0 KB
Unit 9 13 Policy Question 3.mp4	970.2 KB
Unit 9 14 Policy Answer 3 Question 4.mp4	2.8 MB
Unit 9 15 Policy Answer 4.mp4	1.4 MB
Unit 9 16 MDP and Costs.mp4	9.1 MB
Unit 9 17 Value Iteration 1.mp4	5.1 MB
Unit 9 18 Value Iteration 2.mp4	1.1 MB
Unit 9 19 Value Iteration 3.mp4	15.0 MB
Unit 9 20 Deterministic Question 1.mp4	2.7 MB
Unit 9 21 Deterministic Answer 1.mp4	1.0 MB
Unit 9 22 Deterministic Question 2.mp4	442.4 KB
Unit 9 23 Deterministic Answer 2.mp4	1.1 MB
Unit 9 24 Deterministic Question 3.mp4	645.9 KB
Unit 9 25 Deterministic Answer 3.mp4	2.2 MB
Unit 9 26 Stochastic Question 1.mp4	1.2 MB
Unit 9 27 Stochastic Answer 1.mp4	2.8 MB
Unit 9 28 Stochastic Question 2.mp4	1.2 MB
Unit 9 29 Stochastic Answer 2.mp4	4.9 MB
Unit 9 30 Value Iterations and Policy 1.mp4	2.7 MB
Unit 9 31 Value Iterations and Policy 2.mp4	9.2 MB
Unit 9 32 MDP Conclusion.mp4	5.8 MB
Unit 9 33 Partial Observability Introduction.mp4	2.4 MB
Unit 9 34 POMDP vs MDP.mp4	2.5 MB
Unit 9 35 POMDP.mp4	18.7 MB
Unit 9 36 Planning Under Uncertainty Conclusion.mp4	1.9 MB
Unit_3_02b_Question_ad.mp4.mp4	685.6 KB
Unit_3_02c_Answer_ad.mp4.mp4	1.2 MB
Unit_3_02d_Question_ad.mp4.mp4	1.1 MB
Unit_3_02e_Answer_ad.mp4.mp4	1.0 MB
Unit_3_02f_Question_ad.mp4.mp4	2.2 MB
Unit_3_02g_Answer_ad.mp4.mp4	1.6 MB
Unit_3_02h_Question_ad.mp4.mp4	836.5 KB
Unit_3_02i_Answer_ad.mp4.mp4	2.2 MB
Unit_3_02j_Summary_ad.mp4.mp4	3.1 MB
Unit_3_03_Dependence_ad.mp4.mp4	4.4 MB
Unit_3_03a_Answer_ad.mp4.mp4	4.9 MB
Unit_3_04_What_We_Learned_ad.mp4.mp4	4.7 MB
Unit_3_05_Weather_Quiz_ad.mp4.mp4	2.1 MB
Unit_3_05a_Answer_ad.mp4.mp4	484.0 KB
Unit_3_05b_Question_ad.mp4.mp4	1.1 MB
Unit_3_05c_Answer_ad.mp4.mp4	248.0 KB
Unit_3_05d_Question_ad.mp4.mp4	1.4 MB
Unit_3_05e_Answer_ad.mp4.mp4	7.0 MB
Unit_3_06_Cancer_Quiz_ad.mp4.mp4	1.3 MB
Unit_3_06a_Answer_and_Cancer_Test_ad.mp4.mp4	1.9 MB
Unit_3_06b_Answer_ad.mp4.mp4	4.5 MB
Unit_3_06c_Answer_ad.mp4.mp4	3.4 MB
Unit_3_06d_Question_ad.mp4.mp4	640.8 KB
Unit_3_06e_Answer_ad.mp4.mp4	7.2 MB
Unit_3_07_Bayes_Rule_ad.mp4.mp4	15.0 MB
Unit_3_07a_Bayes_Rule_Graphically_ad.mp4.mp4	7.9 MB
Unit_3_07b_Answer_ad.mp4.mp4	1.5 MB
Unit_3_08_More_Complex_Bayes_Networks_ad.mp4.mp4	13.1 MB
Unit_3_08a_Two_Test_Cancer_Example_ad.mp4.mp4	5.7 MB
Unit_3_08b_Answer_ad.mp4.mp4	9.0 MB
Unit_3_08c_Question_ad.mp4.mp4	877.7 KB
Unit_3_08d_Answer_ad.mp4.mp4	6.1 MB
Unit_3_09_Conditional_Independence_ad.mp4.mp4	10.9 MB
Unit_3_09a_Answer_ad.mp4.mp4	2.3 MB
Unit_3_09b_Question_ad.mp4.mp4	3.0 MB
Unit_3_09c_Answer_ad.mp4.mp4	12.6 MB
Unit_3_09d_Absolute_vs_Conditional_Independence_ad.mp4.mp4	2.4 MB
Unit_3_09e_Answer_ad.mp4.mp4	2.6 MB
Unit_3_10_Different_Type_of_Bayes_Network_ad.mp4.mp4	9.2 MB
Unit_3_10a_Answer_ad.mp4.mp4	3.2 MB
Unit_3_11_Explaining_Away_ad.mp4.mp4	6.2 MB
Unit_3_11a_Answer_ad.mp4.mp4	6.9 MB
Unit_3_11b_Question_ad.mp4.mp4	2.0 MB
Unit_3_11c_Answer_ad.mp4.mp4	14.0 MB
Unit_3_11d_Question_ad.mp4.mp4	7.2 MB
Unit_3_11e_Answer_ad.mp4.mp4	6.2 MB
Unit_3_11f_Conclusion_ad.mp4.mp4	12.3 MB
Unit_3_12a_Answer_ad.mp4.mp4	1.9 MB
Unit_3_12b_Question_ad.mp4.mp4	2.0 MB
Unit_3_12c_Answer_ad.mp4.mp4	1.4 MB
Unit_3_12d_Question_ad.mp4.mp4	4.3 MB
Unit_3_12e_Answer_ad.mp4.mp4	3.8 MB
Unit_3_13_D-Separation_ad.mp4.mp4	3.4 MB
Unit_3_13a_Answer_ad.mp4.mp4	3.3 MB
Unit_3_13b_D-Separation_Example_ad.mp4.mp4	3.8 MB
Unit_3_13c_Answer_ad.mp4.mp4	5.4 MB
Unit_3_13d_D-Separation_General_Definition_ad.mp4.mp4	14.5 MB
Unit_3_13e_Answer_ad.mp4.mp4	4.2 MB
Unit_3_14_Congratulations_ad.mp4.mp4	3.4 MB
Total files 941