Ai class | 29CD53ED9C53E1EF48191EA46F9DC6C886C5D881

Ai class

Name	ai_class	DOWNLOAD Copy Link
Total Size	3.9 GB
Total Files	1396
Hash	29CD53ED9C53E1EF48191EA46F9DC6C886C5D881

/subtitles/
Unit 0w, 1 Introduction.srt	2.4 KB
Unit 1w, 1 Introduction.srt	2.4 KB
Unit 1w, 10 AI and Uncertainty.srt	1.9 KB
Unit 1w, 11 Examples of AI in Practice.srt	5.7 KB
Unit 1w, 12 Chinese Translation Answer.srt	0.9 KB
Unit 1w, 13 Chinese Translation Answer 2.srt	0.7 KB
Unit 1w, 14 Chinese Translation Answer 3.srt	1.0 KB
Unit 1w, 15 Congratulations.srt	1.2 KB
Unit 1w, 2 Intelligent Agents.srt	1.7 KB
Unit 1w, 3 Applications of AI.srt	9.1 KB
Unit 1w, 4 Terminology.srt	7.6 KB
Unit 1w, 5 Checkers Answer.srt	1.2 KB
Unit 1w, 6 Poker.srt	0.3 KB
Unit 1w, 7 Poker Answer.srt	0.8 KB
Unit 1w, 8 Robotic Car.srt	0.5 KB
Unit 1w, 9 Robotic Car Answer.srt	0.9 KB
/01 Welcome to AI/
Unit 0w, 1 Introduction.flv	4.8 MB
Unit 1w, 1 Introduction.flv	6.7 MB
Unit 1w, 10 AI and Uncertainty.flv	4.8 MB
Unit 1w, 11 Examples of AI in Practice.flv	14.7 MB
Unit 1w, 12 Chinese Translation Answer.flv	4.3 MB
Unit 1w, 13 Chinese Translation Answer 2.flv	2.6 MB
Unit 1w, 14 Chinese Translation Answer 3.flv	5.2 MB
Unit 1w, 15 Congratulations.flv	3.1 MB
Unit 1w, 2 Intelligent Agents.flv	5.1 MB
Unit 1w, 3 Applications of AI.flv	21.1 MB
Unit 1w, 4 Terminology.flv	17.2 MB
Unit 1w, 5 Checkers Answer.flv	2.9 MB
Unit 1w, 6 Poker.flv	664.3 KB
Unit 1w, 7 Poker Answer.flv	1.7 MB
Unit 1w, 8 Robotic Car.flv	1.2 MB
Unit 1w, 9 Robotic Car Answer.flv	1.9 MB
/subtitles/
Unit 2, Topic 1, Introduction.srt	2.4 KB
Unit 2, Topic 10, Graph Search Answer.srt	0.6 KB
Unit 2, Topic 11, Graph Search Termination.srt	2.2 KB
Unit 2, Topic 12, Uniform Cost Search.srt	0.9 KB
Unit 2, Topic 13, Uniform Cost Search.srt	0.9 KB
Unit 2, Topic 14, Uniform Cost Search.srt	1.0 KB
Unit 2, Topic 15, Uniform Cost Search.srt	0.3 KB
Unit 2, Topic 16, Uniform Cost Termination.srt	1.1 KB
Unit 2, Topic 17, Uniform Cost Termination Answer.srt	2.0 KB
Unit 2, Topic 18, Depth First Search.srt	2.3 KB
Unit 2, Topic 19, Search Optimality Answer.srt	1.9 KB
Unit 2, Topic 2, Route Finding Question.srt	5.0 KB
Unit 2, Topic 20, Storage Requirements, Completeness.srt	2.7 KB
Unit 2, Topic 21, Completeness Answer.srt	1.0 KB
Unit 2, Topic 22, More on Uniform Cost Search.srt	5.5 KB
Unit 2, Topic 23, A-Star Search ANSWER.srt	0.2 KB
Unit 2, Topic 23, A-Star Search.srt	3.7 KB
Unit 2, Topic 24, A-Star Second Question ANSWER.srt	0.3 KB
Unit 2, Topic 24, A-Star Second Question.srt	0.7 KB
Unit 2, Topic 25, A-Star Third Question ANSWER.srt	0.2 KB
Unit 2, Topic 25, A-Star Third Question.srt	0.3 KB
Unit 2, Topic 26, A-Star Fourth Question ANSWER.srt	0.6 KB
Unit 2, Topic 26, A-Star Fourth Question.srt	0.6 KB
Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.srt	0.9 KB
Unit 2, Topic 27, A-Star Fifth Question.srt	1.8 KB
Unit 2, Topic 28, Optimistic Heuristics.srt	1.8 KB
Unit 2, Topic 29, State Spaces ANSWER.srt	0.8 KB
Unit 2, Topic 29, State Spaces.srt	1.3 KB
Unit 2, Topic 3, Route Finding.srt	3.6 KB
Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.srt	1.1 KB
Unit 2, Topic 30, State Space Diagram and More Complexity.srt	2.1 KB
Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.srt	0.9 KB
Unit 2, Topic 31, Sliding Blocks Puzzle.srt	2.4 KB
Unit 2, Topic 32, Where is the Intelligence.srt	4.6 KB
Unit 2, Topic 33, What Can't Search Do.srt	2.6 KB
Unit 2, Topic 34, Note on Implementation.srt	3.1 KB
Unit 2, Topic 4, Tree Search.srt	5.4 KB
Unit 2, Topic 5, Tree Search Answer.srt	3.3 KB
Unit 2, Topic 6, Graph Search.srt	1.7 KB
Unit 2, Topic 7, Graph Search Answer.srt	0.9 KB
Unit 2, Topic 8, Graph Search Answer.srt	0.3 KB
Unit 2, Topic 9, More Graph Search.srt	0.8 KB
/02 Problem Solving/
Unit 2, Topic 1, Introduction.flv	4.8 MB
Unit 2, Topic 10, Graph Search Answer.flv	1.6 MB
Unit 2, Topic 11, Graph Search Termination.flv	4.9 MB
Unit 2, Topic 12, Uniform Cost Search.flv	2.8 MB
Unit 2, Topic 13, Uniform Cost Search.flv	2.6 MB
Unit 2, Topic 14, Uniform Cost Search.flv	3.1 MB
Unit 2, Topic 15, Uniform Cost Search.flv	995.8 KB
Unit 2, Topic 16, Uniform Cost Termination.flv	4.0 MB
Unit 2, Topic 17, Uniform Cost Termination Answer.flv	5.7 MB
Unit 2, Topic 18, Depth First Search.flv	5.9 MB
Unit 2, Topic 19, Search Optimality Answer.flv	5.9 MB
Unit 2, Topic 2, Route Finding Question.flv	14.0 MB
Unit 2, Topic 20, Storage Requirements, Completeness.flv	6.6 MB
Unit 2, Topic 21, Completeness Answer.flv	2.6 MB
Unit 2, Topic 22, More on Uniform Cost Search.flv	14.5 MB
Unit 2, Topic 23, A-Star Search ANSWER.flv	964.4 KB
Unit 2, Topic 23, A-Star Search.flv	11.5 MB
Unit 2, Topic 24, A-Star Second Question ANSWER.flv	898.0 KB
Unit 2, Topic 24, A-Star Second Question.flv	3.0 MB
Unit 2, Topic 25, A-Star Third Question ANSWER.flv	619.0 KB
Unit 2, Topic 25, A-Star Third Question.flv	1.4 MB
Unit 2, Topic 26, A-Star Fourth Question ANSWER.flv	1.5 MB
Unit 2, Topic 26, A-Star Fourth Question.flv	1.9 MB
Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.flv	2.7 MB
Unit 2, Topic 27, A-Star Fifth Question.flv	5.3 MB
Unit 2, Topic 28, Optimistic Heuristics.flv	4.5 MB
Unit 2, Topic 29, State Spaces ANSWER.flv	1.9 MB
Unit 2, Topic 29, State Spaces.flv	3.1 MB
Unit 2, Topic 3, Route Finding.flv	9.7 MB
Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.flv	3.1 MB
Unit 2, Topic 30, State Space Diagram and More Complexity.flv	6.1 MB
Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.flv	2.3 MB
Unit 2, Topic 31, Sliding Blocks Puzzle.flv	5.9 MB
Unit 2, Topic 32, Where is the Intelligence.flv	10.6 MB
Unit 2, Topic 33, What Can't Search Do.flv	6.1 MB
Unit 2, Topic 34, Note on Implementation.flv	8.5 MB
Unit 2, Topic 4, Tree Search.flv	10.5 MB
Unit 2, Topic 5, Tree Search Answer.flv	9.4 MB
Unit 2, Topic 6, Graph Search.flv	3.5 MB
Unit 2, Topic 7, Graph Search Answer.flv	2.3 MB
Unit 2, Topic 8, Graph Search Answer.flv	700.1 KB
Unit 2, Topic 9, More Graph Search.flv	2.1 MB
/02_1 Homework/
Homework_1_Question_1_Peg_Solitaire-CxjV8H50xfU.mp4	9.6 MB
Homework_1_Question_2_Loaded_Coin-ZmVLMZ5Fwcg.mp4	9.5 MB
Homework_1_Question_3_Path_Through_Maze-dj6jEEU-jZc.mp4	6.2 MB
Homework_1_Question_4_Search_Tree-qsxMRW2SOqI.mp4	8.2 MB
Homework_1_Question_5_Another_Search_Tree-vWNEaVcK2gU.mp4	6.0 MB
Homework_1_Question_6_Search_Network-IQhUlwJaBqc.mp4	11.2 MB
Homework_1_Question_7_A_Search-V4h2H0jpGsg.mp4	13.9 MB
/02_2 Homework answers/
Homework_1_Question_1_Peg_Solitaire_ANSWER-G6vHItPbSJE.mp4	4.1 MB
Homework_1_Question_2_Loaded_Coin_ANSWER-4ax_zNfGjHw.mp4	6.8 MB
Homework_1_Question_3_Path_Through_Maze_ANSWER-AjHGYu5w0H0.mp4	3.9 MB
Homework_1_Question_4_Search_Tree_ANSWER-b5txXU1WI9o.mp4	6.6 MB
Homework_1_Question_5_Another_Search_Tree_ANSWER-FktOtG1VThY.mp4	7.5 MB
Homework_1_Question_6_Search_Network_ANSWER-ouxW92c16lE.mp4	8.6 MB
Homework_1_Question_7_A_Search_ANSWER-E_cgCgNaJ9Q.mp4	18.0 MB
/subtitles/
Unit 3 1 Introduction.srt	8.4 KB
Unit 3 10 Different Type of Bayes Network.srt	2.3 KB
Unit 3 11 Explaining Away.srt	2.3 KB
Unit 3 11a Answer.srt	1.5 KB
Unit 3 11b Question.srt	0.7 KB
Unit 3 11c Answer.srt	2.9 KB
Unit 3 11d Question.srt	2.0 KB
Unit 3 11e Answer.srt	1.5 KB
Unit 3 11f Conclusion.srt	3.2 KB
Unit 3 2 Probabilities.srt	1.0 KB
Unit 3 2a Answer.srt	0.5 KB
Unit 3 2b Question.srt	0.2 KB
Unit 3 2c Answer.srt	0.4 KB
Unit 3 2d Question.srt	0.4 KB
Unit 3 2e Answer.srt	0.3 KB
Unit 3 2f Question.srt	0.5 KB
Unit 3 2g Answer.srt	0.5 KB
Unit 3 2h Question.srt	0.2 KB
Unit 3 2i Answer.srt	0.6 KB
Unit 3 2j Summary.srt	1.1 KB
Unit 3 3 Dependence.srt	1.4 KB
Unit 3 3a Answer.srt	1.4 KB
Unit 3 4 What We Learned.srt	1.4 KB
Unit 3 5 Weather Quiz.srt	0.4 KB
Unit 3 5a Answer.srt	0.1 KB
Unit 3 5b Question.srt	0.2 KB
Unit 3 5c Answer.srt	0.0 KB
Unit 3 5d Question.srt	0.4 KB
Unit 3 5e Answer.srt	1.7 KB
Unit 3 6 Cancer Quiz.srt	0.4 KB
Unit 3 6a Answer and Cancer Test.srt	0.6 KB
Unit 3 6b Answer.srt	1.3 KB
Unit 3 6c Answer.srt	0.7 KB
Unit 3 6d Question.srt	0.2 KB
Unit 3 6e Answer.srt	2.1 KB
Unit 3 7 Bayes Rule.srt	4.1 KB
Unit 3 7a Bayes Rule Graphically.srt	2.4 KB
Unit 3 7b Answer.srt	0.5 KB
Unit 3 8 More Complex Bayes Networks.srt	3.4 KB
Unit 3 8a Two Test Cancer Example.srt	1.4 KB
Unit 3 8b Answer.srt	2.0 KB
Unit 3 8c Question.srt	0.2 KB
Unit 3 8d Answer.srt	1.1 KB
Unit 3 9 Conditional Independence.srt	3.1 KB
Unit 3 9a Answer.srt	0.9 KB
Unit 3 9b Question.srt	0.6 KB
Unit 3 9c Answer.srt	3.2 KB
Unit 3 9d Absolute vs Conditional Independence.srt	0.8 KB
Unit 3 9e Answer.srt	1.2 KB
/03 Probability in AI/
Unit 3 1 Introduction.flv	23.3 MB
Unit 3 10 Different Type of Bayes Network.flv	7.3 MB
Unit 3 11 Explaining Away.flv	6.0 MB
Unit 3 11a Answer.flv	5.1 MB
Unit 3 11b Question.flv	1.8 MB
Unit 3 11c Answer.flv	11.0 MB
Unit 3 11d Question.flv	6.9 MB
Unit 3 11e Answer.flv	4.5 MB
Unit 3 11f Conclusion.flv	10.6 MB
Unit 3 2 Probabilities.flv	2.2 MB
Unit 3 2a Answer.flv	1.0 MB
Unit 3 2b Question.flv	466.1 KB
Unit 3 2c Answer.flv	928.6 KB
Unit 3 2d Question.flv	767.4 KB
Unit 3 2e Answer.flv	801.3 KB
Unit 3 2f Question.flv	1.8 MB
Unit 3 2g Answer.flv	1.3 MB
Unit 3 2h Question.flv	565.2 KB
Unit 3 2i Answer.flv	1.5 MB
Unit 3 2j Summary.flv	2.5 MB
Unit 3 3 Dependence.flv	3.5 MB
Unit 3 3a Answer.flv	3.7 MB
Unit 3 4 What We Learned.flv	3.6 MB
Unit 3 5 Weather Quiz.flv	1.4 MB
Unit 3 5a Answer.flv	289.4 KB
Unit 3 5b Question.flv	765.9 KB
Unit 3 5c Answer.flv	245.9 KB
Unit 3 5d Question.flv	1.1 MB
Unit 3 5e Answer.flv	4.7 MB
Unit 3 6 Cancer Quiz.flv	1.1 MB
Unit 3 6a Answer and Cancer Test.flv	1.5 MB
Unit 3 6b Answer.flv	3.4 MB
Unit 3 6c Answer.flv	2.4 MB
Unit 3 6d Question.flv	439.2 KB
Unit 3 6e Answer.flv	6.5 MB
Unit 3 7 Bayes Rule.flv	12.2 MB
Unit 3 7a Bayes Rule Graphically.flv	6.5 MB
Unit 3 7b Answer.flv	1.3 MB
Unit 3 8 More Complex Bayes Networks.flv	11.1 MB
Unit 3 8a Two Test Cancer Example.flv	4.0 MB
Unit 3 8b Answer.flv	6.9 MB
Unit 3 8c Question.flv	679.1 KB
Unit 3 8d Answer.flv	4.0 MB
Unit 3 9 Conditional Independence.flv	9.8 MB
Unit 3 9a Answer.flv	2.2 MB
Unit 3 9b Question.flv	1.9 MB
Unit 3 9c Answer.flv	9.6 MB
Unit 3 9d Absolute vs Conditional Independence.flv	1.5 MB
Unit 3 9e Answer.flv	2.5 MB
/subtitles/
Unit 4, 1 Probabilistic Inference.srt	5.5 KB
Unit 4, 10 Monty Hall Problem.srt	1.6 KB
Unit 4, 10a Answer.srt	2.3 KB
Unit 4, 10b Monty Hall Letter.srt	1.0 KB
Unit 4, 1a Answer.srt	0.2 KB
Unit 4, 2 Enumeration.srt	4.9 KB
Unit 4, 2a Answer.srt	2.2 KB
Unit 4, 3 Speeding up Enumeration.srt	4.2 KB
Unit 4, 3a Answer.srt	0.6 KB
Unit 4, 3b Second Question.srt	0.3 KB
Unit 4, 3c Second Answer.srt	0.8 KB
Unit 4, 3d Third Question.srt	0.2 KB
Unit 4, 3e Third Answer.srt	0.2 KB
Unit 4, 3f Fourth Question.srt	0.2 KB
Unit 4, 3g Fourth Answer.srt	0.7 KB
Unit 4, 3h Causal Direction.srt	0.3 KB
Unit 4, 4 Variable Elimination.srt	5.8 KB
Unit 4, 4a Answer.srt	0.4 KB
Unit 4, 4b More Variable Elimination.srt	0.5 KB
Unit 4, 4c Answer.srt	0.5 KB
Unit 4, 4d Even More Variable Elimination.srt	0.4 KB
Unit 4, 4e Answer.srt	0.3 KB
Unit 4, 4f Summary.srt	0.5 KB
Unit 4, 5 Approximate Inference Sampling.srt	2.5 KB
Unit 4, 6 Sampling Example.srt	2.7 KB
Unit 4, 6a Sampling Example.srt	1.3 KB
Unit 4, 6b More Sampling.srt	2.2 KB
Unit 4, 7 Rejection Sampling.srt	2.2 KB
Unit 4, 8 Likelihood Weighting.srt	2.1 KB
Unit 4, 8a Answer.srt	0.5 KB
Unit 4, 8b Likelihood Weighting is Consistent.srt	0.3 KB
Unit 4, 8c Likelihood Weighting Problems.srt	1.1 KB
Unit 4, 9 Gibbs Sampling.srt	1.9 KB
/04 Probabilistic Inference/
Unit 4, 1 Probabilistic Inference.flv	15.2 MB
Unit 4, 10 Monty Hall Problem.flv	4.3 MB
Unit 4, 10a Answer.flv	5.7 MB
Unit 4, 10b Monty Hall Letter.flv	2.4 MB
Unit 4, 1a Answer.flv	648.2 KB
Unit 4, 2 Enumeration.flv	14.4 MB
Unit 4, 2a Answer.flv	6.5 MB
Unit 4, 3 Speeding up Enumeration.flv	11.4 MB
Unit 4, 3a Answer.flv	1.3 MB
Unit 4, 3b Second Question.flv	724.4 KB
Unit 4, 3c Second Answer.flv	1.9 MB
Unit 4, 3d Third Question.flv	649.5 KB
Unit 4, 3e Third Answer.flv	639.8 KB
Unit 4, 3f Fourth Question.flv	426.3 KB
Unit 4, 3g Fourth Answer.flv	1.5 MB
Unit 4, 3h Causal Direction.flv	1.0 MB
Unit 4, 4 Variable Elimination.flv	15.2 MB
Unit 4, 4a Answer.flv	1.5 MB
Unit 4, 4b More Variable Elimination.flv	1.6 MB
Unit 4, 4c Answer.flv	2.1 MB
Unit 4, 4d Even More Variable Elimination.flv	1.7 MB
Unit 4, 4e Answer.flv	1.1 MB
Unit 4, 4f Summary.flv	1.1 MB
Unit 4, 5 Approximate Inference Sampling.flv	7.0 MB
Unit 4, 6 Sampling Example.flv	7.4 MB
Unit 4, 6a Sampling Example.flv	3.6 MB
Unit 4, 6b More Sampling.flv	6.0 MB
Unit 4, 7 Rejection Sampling.flv	6.5 MB
Unit 4, 8 Likelihood Weighting.flv	6.2 MB
Unit 4, 8a Answer.flv	2.0 MB
Unit 4, 8b Likelihood Weighting is Consistent.flv	1.1 MB
Unit 4, 8c Likelihood Weighting Problems.flv	3.1 MB
Unit 4, 9 Gibbs Sampling.flv	6.0 MB
/04_1 Homework/
Homework_3_1_Introduction-8zwpDAXxCJk.flv	429.3 KB
Homework_3_2a_Naive_Bayes_Laplacian_Smoothing-Lj9ku_w8JAE.flv	5.2 MB
Homework_3_2a_Naive_Bayes_Laplacian_Smoothing_ANSWER-evtCdmjcZ4I.flv	9.9 MB
Homework_3_2b_Naive_Bayes_Laplacian_Smoothing-VqJVQlsuGoA.flv	802.9 KB
Homework_3_2b_Naive_Bayes_Laplacian_Smoothing_ANSWER-LRQKhmXpDLI.flv	4.7 MB
Homework_3_2c_Maximum_Likelihood-9SDMNmgIhBE.flv	1.5 MB
Homework_3_2c_Maximum_Likelihood_ANSWER-3lA9jrqw7_4.flv	3.4 MB
Homework_3_3a_Linear_Regression-rIO9zynD__M.flv	1.4 MB
Homework_3_3a_Linear_Regression_ANSWER-yTYQg1XiBEQ.flv	2.7 MB
Homework_3_3b_Linear_Regression-5gIXtI82Olk.flv	1.3 MB
Homework_3_3b_Linear_Regression_ANSWER-ynxLGEE_Bgo.flv	6.9 MB
Homework_3_4_k_Nearest_Neighbors-MhDJ47KG_Oc.flv	2.0 MB
Homework_3_4_k_Nearest_Neighbors_ANSWER-01qBi27m3Ss.flv	3.2 MB
Homework_3_5_k_Nearest_Neighbors-SAG4-uC9BnE.flv	2.1 MB
Homework_3_5_k_Nearest_Neighbors_ANSWER-IjzpuYn7Szc.flv	4.5 MB
Homework_3_6_Perceptron--fpVTLGoxZ4.flv	2.2 MB
Homework_3_6_Perceptron_ANSWER-P88qJlIRnwI.flv	1.7 MB
Homework_3_7_Congratulations-VBw64HT6FlU.flv	267.1 KB
/subtitles/
Unit 5 1 Introduction.srt	1.9 KB
Unit 5 10 Question.srt	0.4 KB
Unit 5 11 Answer.srt	0.3 KB
Unit 5 12 Maximum Likelihood.srt	4.7 KB
Unit 5 13 Answer.srt	0.7 KB
Unit 5 14 Relationship to Bayes Networks.srt	1.5 KB
Unit 5 15 Answer.srt	0.7 KB
Unit 5 16 Question.srt	0.6 KB
Unit 5 17 Answer.srt	1.0 KB
Unit 5 18 Question.srt	0.5 KB
Unit 5 19 Answer.srt	1.0 KB
Unit 5 2 What is Machine Learning.srt	2.8 KB
Unit 5 20 Question.srt	0.3 KB
Unit 5 21 Answer and Laplace Smoothing.srt	3.7 KB
Unit 5 22 Answer.srt	1.1 KB
Unit 5 23 Question.srt	0.5 KB
Unit 5 24 Answer.srt	1.8 KB
Unit 5 25 Question.srt	0.6 KB
Unit 5 26 Answer.srt	1.1 KB
Unit 5 27 Summary Naive Bayes.srt	2.6 KB
Unit 5 28 Advanced SPAM Filtering.srt	2.3 KB
Unit 5 29 Digit Recognition.srt	3.8 KB
Unit 5 3 Answer.srt	1.3 KB
Unit 5 30 Overfitting Prevention.srt	4.9 KB
Unit 5 31 Classification vs Regression.srt	2.6 KB
Unit 5 32 Answer.srt	0.6 KB
Unit 5 33 Linear Regression.srt	3.3 KB
Unit 5 34 Answer.srt	1.4 KB
Unit 5 35 More Linear Regression.srt	1.2 KB
Unit 5 36 Quadratic Loss.srt	4.1 KB
Unit 5 37 Answer.srt	1.4 KB
Unit 5 38 Problems with Linear Regression.srt	3.3 KB
Unit 5 39 Answer.srt	1.3 KB
Unit 5 4 Stanley DARPA Grand Challenge.srt	2.4 KB
Unit 5 40 Linear Regression and Complexity Control.srt	2.0 KB
Unit 5 41 Minimizing Complicated Loss Functions.srt	2.0 KB
Unit 5 42 Answer.srt	1.2 KB
Unit 5 43 Question.srt	0.5 KB
Unit 5 44 Answer.srt	0.4 KB
Unit 5 45 Question.srt	0.4 KB
Unit 5 46 Answer.srt	1.6 KB
Unit 5 47 Gradient Descent Implementation.srt	1.9 KB
Unit 5 48 Perceptron.srt	4.6 KB
Unit 5 49 Answer and SVMs.srt	8.7 KB
Unit 5 5 Taxonomy.srt	6.8 KB
Unit 5 50 k Nearest Neighbors.srt	2.6 KB
Unit 5 51 kNN Definition.srt	1.3 KB
Unit 5 52 Answer.srt	1.1 KB
Unit 5 53 k as Smoothing Parameter.srt	2.3 KB
Unit 5 54 Problems with kNN.srt	3.4 KB
Unit 5 55 Congratulations.srt	2.3 KB
Unit 5 6 Supervised Learning.srt	5.1 KB
Unit 5 7 Occam's Razor.srt	4.3 KB
Unit 5 8 SPAM Detection.srt	6.8 KB
Unit 5 9 Answer.srt	0.6 KB
/05 Machine Learning/
Unit 5 1 Introduction.flv	3.9 MB
Unit 5 10 Question.flv	868.0 KB
Unit 5 11 Answer.flv	868.7 KB
Unit 5 12 Maximum Likelihood.flv	14.7 MB
Unit 5 13 Answer.flv	1.6 MB
Unit 5 14 Relationship to Bayes Networks.flv	4.4 MB
Unit 5 15 Answer.flv	1.6 MB
Unit 5 16 Question.flv	1.5 MB
Unit 5 17 Answer.flv	3.4 MB
Unit 5 18 Question.flv	1.2 MB
Unit 5 19 Answer.flv	3.4 MB
Unit 5 2 What is Machine Learning.flv	6.1 MB
Unit 5 20 Question.flv	1.1 MB
Unit 5 21 Answer and Laplace Smoothing.flv	10.8 MB
Unit 5 22 Answer.flv	4.0 MB
Unit 5 23 Question.flv	1.4 MB
Unit 5 24 Answer.flv	4.2 MB
Unit 5 25 Question.flv	1.2 MB
Unit 5 26 Answer.flv	3.2 MB
Unit 5 27 Summary Naive Bayes.flv	5.8 MB
Unit 5 28 Advanced SPAM Filtering.flv	4.8 MB
Unit 5 29 Digit Recognition.flv	8.0 MB
Unit 5 3 Answer.flv	2.6 MB
Unit 5 30 Overfitting Prevention.flv	11.4 MB
Unit 5 31 Classification vs Regression.flv	6.7 MB
Unit 5 32 Answer.flv	1.5 MB
Unit 5 33 Linear Regression.flv	9.3 MB
Unit 5 34 Answer.flv	4.2 MB
Unit 5 35 More Linear Regression.flv	3.3 MB
Unit 5 36 Quadratic Loss.flv	13.4 MB
Unit 5 37 Answer.flv	4.8 MB
Unit 5 38 Problems with Linear Regression.flv	7.1 MB
Unit 5 39 Answer.flv	3.3 MB
Unit 5 4 Stanley DARPA Grand Challenge.flv	7.3 MB
Unit 5 40 Linear Regression and Complexity Control.flv	5.4 MB
Unit 5 41 Minimizing Complicated Loss Functions.flv	5.8 MB
Unit 5 42 Answer.flv	2.8 MB
Unit 5 43 Question.flv	1.6 MB
Unit 5 44 Answer.flv	1.1 MB
Unit 5 45 Question.flv	1.2 MB
Unit 5 46 Answer.flv	3.5 MB
Unit 5 47 Gradient Descent Implementation.flv	5.5 MB
Unit 5 48 Perceptron.flv	14.1 MB
Unit 5 49 Answer and SVMs.flv	18.9 MB
Unit 5 5 Taxonomy.flv	12.5 MB
Unit 5 50 k Nearest Neighbors.flv	6.6 MB
Unit 5 51 kNN Definition.flv	3.7 MB
Unit 5 52 Answer.flv	2.2 MB
Unit 5 53 k as Smoothing Parameter.flv	5.7 MB
Unit 5 54 Problems with kNN.flv	6.9 MB
Unit 5 55 Congratulations.flv	4.0 MB
Unit 5 6 Supervised Learning.flv	10.5 MB
Unit 5 7 Occam's Razor.flv	8.9 MB
Unit 5 8 SPAM Detection.flv	14.4 MB
Unit 5 9 Answer.flv	1.7 MB
/subtitles/
Unit 6 1 Unsupervised Learning.srt	2.0 KB
Unit 6 1a Answer.srt	0.9 KB
Unit 6 1b Question.srt	1.4 KB
Unit 6 2 Terminology.srt	3.0 KB
Unit 6 3 Google Street View and Clustering.srt	3.5 KB
Unit 6 4 k-Means Clustering Example.srt	2.8 KB
Unit 6 4a k-Means Algorithm.srt	2.7 KB
Unit 6 4b Answer.srt	0.3 KB
Unit 6 4c Question.srt	0.5 KB
Unit 6 4d Answer.srt	0.9 KB
Unit 6 4e Question.srt	0.3 KB
Unit 6 4f Answer.srt	0.6 KB
Unit 6 5 Expectation Maximization.srt	6.0 KB
Unit 6 5a Gaussian Learning.srt	2.9 KB
Unit 6 5b Maximum Likelihood.srt	5.8 KB
Unit 6 5c Answer.srt	1.0 KB
Unit 6 5d Question.srt	0.3 KB
Unit 6 5e Answer.srt	0.5 KB
Unit 6 5f Question.srt	1.2 KB
Unit 6 5g Answer.srt	1.0 KB
Unit 6 5h Gaussian Summary.srt	0.6 KB
Unit 6 5i EM as Generalization of k-Means.srt	2.1 KB
Unit 6 5j EM Algorithm.srt	4.6 KB
Unit 6 5k Answer.srt	0.5 KB
Unit 6 5l Question.srt	0.5 KB
Unit 6 5m Answer.srt	0.3 KB
Unit 6 5n Question.srt	1.2 KB
Unit 6 5o Answer.srt	1.0 KB
Unit 6 5p Choosing k.srt	3.4 KB
Unit 6 5q Clustering Summary.srt	1.2 KB
Unit 6 6 Dimensionality Reduction.srt	0.8 KB
Unit 6 6a Answer.srt	0.3 KB
Unit 6 6b Question.srt	0.3 KB
Unit 6 6c Answer.srt	0.7 KB
Unit 6 6d Linear Dimensionality Reduction.srt	4.1 KB
Unit 6 6e Face Example.srt	3.4 KB
Unit 6 6f Scan Example.srt	5.8 KB
Unit 6 6g Piece-Wise Linear Projection.srt	0.9 KB
Unit 6 7 Spectral Clustering.srt	1.2 KB
Unit 6 7a Answer.srt	1.1 KB
Unit 6 7b Spectral Clustering Algorithm.srt	9.9 KB
Unit 6 7c Answer.srt	0.1 KB
Unit 6 7d Question.srt	0.4 KB
Unit 6 7e Answer.srt	0.4 KB
Unit 6 8 Supervised vs Unsupervised Learning.srt	3.2 KB
/06 Unsupervised Learning/
Unit 6 1 Unsupervised Learning.flv	3.9 MB
Unit 6 1a Answer.flv	1.4 MB
Unit 6 1b Question.flv	2.3 MB
Unit 6 1c Answer.flv	3.0 MB
Unit 6 2 Terminology.flv	4.8 MB
Unit 6 3 Google Street View and Clustering.flv	8.1 MB
Unit 6 4 k-Means Clustering Example.flv	6.2 MB
Unit 6 4a k-Means Algorithm.flv	6.4 MB
Unit 6 4b Answer.flv	965.5 KB
Unit 6 4c Question.flv	982.4 KB
Unit 6 4d Answer.flv	1.9 MB
Unit 6 4e Question.flv	738.5 KB
Unit 6 4f Answer.flv	1.4 MB
Unit 6 5 Expectation Maximization.flv	13.9 MB
Unit 6 5a Gaussian Learning.flv	7.2 MB
Unit 6 5b Maximum Likelihood.flv	13.6 MB
Unit 6 5c Answer.flv	1.8 MB
Unit 6 5d Question.flv	579.8 KB
Unit 6 5e Answer.flv	1.2 MB
Unit 6 5f Question.flv	2.6 MB
Unit 6 5g Answer.flv	1.9 MB
Unit 6 5h Gaussian Summary.flv	970.5 KB
Unit 6 5i EM as Generalization of k-Means.flv	4.7 MB
Unit 6 5j EM Algorithm.flv	10.5 MB
Unit 6 5k Answer.flv	880.4 KB
Unit 6 5l Question.flv	1.2 MB
Unit 6 5m Answer.flv	478.2 KB
Unit 6 5n Question.flv	2.6 MB
Unit 6 5o Answer.flv	2.2 MB
Unit 6 5p Choosing k.flv	6.5 MB
Unit 6 5q Clustering Summary.flv	2.3 MB
Unit 6 6 Dimensionality Reduction.flv	1.4 MB
Unit 6 6a Answer.flv	622.0 KB
Unit 6 6b Question.flv	429.6 KB
Unit 6 6c Answer.flv	1.6 MB
Unit 6 6d Linear Dimensionality Reduction.flv	9.5 MB
Unit 6 6e Face Example.flv	7.1 MB
Unit 6 6f Scan Example.flv	12.5 MB
Unit 6 6g Piece-Wise Linear Projection.flv	1.8 MB
Unit 6 7 Spectral Clustering.flv	2.4 MB
Unit 6 7a Answer.flv	1.9 MB
Unit 6 7b Spectral Clustering Algorithm.flv	18.1 MB
Unit 6 7c Answer.flv	288.8 KB
Unit 6 7d Question.flv	934.8 KB
Unit 6 7e Answer.flv	738.0 KB
Unit 6 8 Supervised vs Unsupervised Learning.flv	6.3 MB
/06_1 Homework/
Homework_2_2_Question_1-_fJTJNK9ejY.mp4	3.5 MB
Homework_2_3_Question_2-f6mq9rTj-Po.mp4	8.8 MB
Homework_2_4_Question_3-P6WEObhmL_o.mp4	2.2 MB
Homework_2_5_Question_4-pP7U6KIO9yE.mp4	6.0 MB
Homework_2_6_Question_5-LMKW60DmJtc.mp4	5.5 MB
Homework_2_7_Question_6-8npZMwT0Sac.mp4	3.0 MB
/subtitles/
Unit 7 1 Introduction.srt	1.9 KB
Unit 7 2 Propositional Logic.srt	3.9 KB
Unit 7 2a Truth Tables.srt	2.8 KB
Unit 7 2b Answer.srt	0.9 KB
Unit 7 2c Question.srt	0.7 KB
Unit 7 2d Answer.srt	1.4 KB
Unit 7 2e Question.srt	0.7 KB
Unit 7 2f Answer.srt	0.8 KB
Unit 7 2g Terminology.srt	0.9 KB
Unit 7 2h Answer.srt	1.8 KB
Unit 7 2i Propositional Logic Limitations.srt	1.5 KB
Unit 7 3 First Order Logic.srt	4.2 KB
Unit 7 3a Models.srt	4.0 KB
Unit 7 3b Syntax.srt	4.4 KB
Unit 7 3c Vacuum World.srt	3.2 KB
Unit 7 3d Question.srt	1.0 KB
Unit 7 3e Answer.srt	1.9 KB
Unit 7 3f Question.srt	2.4 KB
Unit 7 3g Answer.srt	2.5 KB
/07 Representation with Logic/
Unit 7 1 Introduction.flv	3.8 MB
Unit 7 2 Propositional Logic.flv	12.1 MB
Unit 7 2a Truth Tables.flv	8.8 MB
Unit 7 2b Answer.flv	2.6 MB
Unit 7 2c Question.flv	1.7 MB
Unit 7 2d Answer.flv	4.3 MB
Unit 7 2e Question.flv	3.1 MB
Unit 7 2f Answer.flv	2.2 MB
Unit 7 2g Terminology.flv	4.9 MB
Unit 7 2h Answer.flv	5.5 MB
Unit 7 2i Propositional Logic Limitations.flv	4.2 MB
Unit 7 3 First Order Logic.flv	12.1 MB
Unit 7 3a Models.flv	12.8 MB
Unit 7 3b Syntax.flv	13.4 MB
Unit 7 3c Vacuum World.flv	10.6 MB
Unit 7 3d Question.flv	4.1 MB
Unit 7 3e Answer.flv	4.4 MB
Unit 7 3f Question.flv	9.7 MB
Unit 7 3g Answer.flv	6.8 MB
/08 Planning/subtitles/
Unit 8 1 Introduction.srt	1.3 KB
Unit 8 10 Infinite Sequences.srt	2.6 KB
Unit 8 11 Finding a Successful Plan-.srt	2.5 KB
Unit 8 12 Finding a Successful Plan Question.srt	2.8 KB
Unit 8 13 Finding a Successful Plan Answer.srt	1.5 KB
Unit 8 14 Problem Solving via Mathematical Notation.srt	3.2 KB
Unit 8 15 Tracking the Predict Update Cycle.srt	4.0 KB
Unit 8 16 Classical Planning 1.srt	6.4 KB
Unit 8 17 Classical Planning 2.srt	2.3 KB
Unit 8 18 Progression Search.srt	1.5 KB
Unit 8 19 Regression Search.srt	3.8 KB
Unit 8 2 Problem Solving vs Planning.srt	4.8 KB
Unit 8 20 Regression vs Progression.srt	2.3 KB
Unit 8 21 Plan Space Search.srt	3.3 KB
Unit 8 22 Sliding Puzzle Example.srt	3.6 KB
Unit 8 23 Situation Calculus 1.srt	3.9 KB
Unit 8 24 Situation Calculus 2.srt	3.7 KB
Unit 8 25 Situation Calculus 3.srt	3.6 KB
Unit 8 3 Planning vs Execution.srt	6.3 KB
Unit 8 4 Vacuum Cleaner Example.srt	4.1 KB
Unit 8 5 Sensorless Vacumm Cleaner Problem-.srt	4.3 KB
Unit 8 6 Sensorless Vacuum Cleaner Answer.srt	0.7 KB
Unit 8 7 Partially Observable Vacuum Cleaner Example.srt	4.6 KB
Unit 8 8 Stocastic Environment Problem.srt	4.0 KB
Unit 8 9 Stochastic Environment Answer.srt	1.2 KB
/08 Planning/
Unit 8 1 Introduction.flv	2.3 MB
Unit 8 10 Infinite Sequences.flv	6.8 MB
Unit 8 11 Finding a Successful Plan-.flv	5.5 MB
Unit 8 12 Finding a Successful Plan Question.flv	7.1 MB
Unit 8 13 Finding a Successful Plan Answer.flv	3.2 MB
Unit 8 14 Problem Solving via Mathematical Notation.flv	8.7 MB
Unit 8 15 Tracking the Predict Update Cycle.flv	9.5 MB
Unit 8 16 Classical Planning 1.flv	18.3 MB
Unit 8 17 Classical Planning 2.flv	5.9 MB
Unit 8 18 Progression Search.flv	4.6 MB
Unit 8 19 Regression Search.flv	10.3 MB
Unit 8 2 Problem Solving vs Planning.flv	8.6 MB
Unit 8 20 Regression vs Progression.flv	5.9 MB
Unit 8 21 Plan Space Search.flv	7.2 MB
Unit 8 22 Sliding Puzzle Example.flv	10.5 MB
Unit 8 23 Situation Calculus 1.flv	12.4 MB
Unit 8 24 Situation Calculus 2.flv	12.7 MB
Unit 8 25 Situation Calculus 3.flv	10.1 MB
Unit 8 3 Planning vs Execution.flv	10.9 MB
Unit 8 4 Vacuum Cleaner Example.flv	7.2 MB
Unit 8 5 Sensorless Vacumm Cleaner Problem-.flv	7.6 MB
Unit 8 6 Sensorless Vacuum Cleaner Answer.flv	1.2 MB
Unit 8 7 Partially Observable Vacuum Cleaner Example.flv	8.1 MB
Unit 8 8 Stocastic Environment Problem.flv	9.5 MB
Unit 8 9 Stochastic Environment Answer.flv	2.7 MB
/08_1 Homework/
Homework_4_1_Logic-WP_97aspqrc.flv	7.8 MB
Homework_4_2_More_Logic-P_eu1YFp9Z8.flv	14.0 MB
Homework_4_3_Vacuum_World-wsfXrIhDhJ0.flv	4.1 MB
Homework_4_4a_More_Vacuum_World-2H4NJg8Iiaw.flv	6.2 MB
Homework_4_4b_More_Vacuum_World-i5XMOLw6CGE.flv	1.1 MB
Homework_4_4c_More_Vacuum_World-x93ewPQhIQc.flv	1.1 MB
Homework_4_4d_More_Vacuum_World-RW-l7JWDtYQ.flv	1.2 MB
Homework_4_5_Monkey_and_Bananas-rCGAgc9smZg.flv	5.2 MB
Homework_4_6_Situation_Calculus-eeDwEYxWCTA.flv	18.2 MB
/subtitles/
Unit 9 01 Introduction.srt	1.1 KB
Unit 9 02 Planning Under Uncertainty MDP.srt	5.7 KB
Unit 9 03 Robot Tour Guide Examples.srt	4.5 KB
Unit 9 04 MDP Grid World.srt	4.6 KB
Unit 9 05 Problems with Conventional Planning 1.srt	2.4 KB
Unit 9 06 Branching Factor Question.srt	0.9 KB
Unit 9 07 Branching Factor Answer.srt	0.6 KB
Unit 9 08 Problems with Conventional Planning 2.srt	2.2 KB
Unit 9 09 Policy Question 1.srt	1.0 KB
Unit 9 10 Policy Answer 1.srt	0.2 KB
Unit 9 11 Policy Question 2.srt	0.2 KB
Unit 9 12 Policy Answer 2.srt	0.3 KB
Unit 9 13 Policy Question 3.srt	0.5 KB
Unit 9 14 Policy Answer 3 Question 4.srt	1.4 KB
Unit 9 15 Policy Answer 4.srt	0.9 KB
Unit 9 16 MDP and Costs.srt	4.2 KB
Unit 9 17 Value Iteration 1.srt	2.5 KB
Unit 9 18 Value Iteration 2.srt	1.5 KB
Unit 9 19 Value Iteration 3.srt	6.6 KB
Unit 9 20 Deterministic Question 1.srt	1.3 KB
Unit 9 21 Deterministic Answer 1.srt	0.5 KB
Unit 9 22 Deterministic Question 2.srt	0.3 KB
Unit 9 23 Deterministic Answer 2.srt	0.6 KB
Unit 9 24 Deterministic Question 3.srt	0.4 KB
Unit 9 25 Deterministic Answer 3.srt	1.0 KB
Unit 9 26 Stochastic Question 1.srt	0.5 KB
Unit 9 27 Stochastic Answer 1.srt	1.2 KB
Unit 9 28 Stochastic Question 2.srt	0.6 KB
Unit 9 29 Stochastic Answer 2.srt	2.0 KB
Unit 9 30 Value Iterations and Policy 1.srt	1.4 KB
Unit 9 31 Value Iterations and Policy 2.srt	4.3 KB
Unit 9 32 MDP Conclusion.srt	2.9 KB
Unit 9 33 Partial Observability Introduction.srt	1.3 KB
Unit 9 34 POMDP vs MDP.srt	1.1 KB
Unit 9 35 POMDP.srt	9.3 KB
Unit 9 36 Planning Under Uncertainty Conclusion.srt	1.1 KB
/09 Planning under Uncertainty/
Unit 9 01 Introduction.flv	1.8 MB
Unit 9 02 Planning Under Uncertainty MDP.flv	11.4 MB
Unit 9 03 Robot Tour Guide Examples.flv	13.1 MB
Unit 9 04 MDP Grid World.flv	8.8 MB
Unit 9 05 Problems with Conventional Planning 1.flv	5.3 MB
Unit 9 06 Branching Factor Question.flv	1.8 MB
Unit 9 07 Branching Factor Answer.flv	917.9 KB
Unit 9 08 Problems with Conventional Planning 2.flv	4.1 MB
Unit 9 09 Policy Question 1.flv	2.0 MB
Unit 9 10 Policy Answer 1.flv	332.4 KB
Unit 9 11 Policy Question 2.flv	315.3 KB
Unit 9 12 Policy Answer 2.flv	480.0 KB
Unit 9 13 Policy Question 3.flv	970.2 KB
Unit 9 14 Policy Answer 3 Question 4.flv	2.8 MB
Unit 9 15 Policy Answer 4.flv	1.4 MB
Unit 9 16 MDP and Costs.flv	9.1 MB
Unit 9 17 Value Iteration 1.flv	5.1 MB
Unit 9 18 Value Iteration 2.flv	1.1 MB
Unit 9 19 Value Iteration 3.flv	15.0 MB
Unit 9 20 Deterministic Question 1.flv	2.7 MB
Unit 9 21 Deterministic Answer 1.flv	1.0 MB
Unit 9 22 Deterministic Question 2.flv	442.4 KB
Unit 9 23 Deterministic Answer 2.flv	1.1 MB
Unit 9 24 Deterministic Question 3.flv	645.9 KB
Unit 9 25 Deterministic Answer 3.flv	2.2 MB
Unit 9 26 Stochastic Question 1.flv	1.2 MB
Unit 9 27 Stochastic Answer 1.flv	2.8 MB
Unit 9 28 Stochastic Question 2.flv	1.2 MB
Unit 9 29 Stochastic Answer 2.flv	4.9 MB
Unit 9 30 Value Iterations and Policy 1.flv	2.7 MB
Unit 9 31 Value Iterations and Policy 2.flv	9.2 MB
Unit 9 32 MDP Conclusion.flv	5.8 MB
Unit 9 33 Partial Observability Introduction.flv	2.4 MB
Unit 9 34 POMDP vs MDP.flv	2.5 MB
Unit 9 35 POMDP.flv	18.7 MB
Unit 9 36 Planning Under Uncertainty Conclusion.flv	1.9 MB
/subtitles/
Unit 10 01 Introduction.mp4.srt	1.0 KB
Unit 10 03 Forms of Learning.mp4.srt	2.3 KB
Unit 10 04 Forms of Learning Question.mp4.srt	2.9 KB
Unit 10 05 Forms of Learning Answer.mp4.srt	2.4 KB
Unit 10 06 MDP Review.mp4.srt	2.9 KB
Unit 10 07 Solving a MDP.mp4.srt	2.7 KB
Unit 10 08 Agents of Reinforcement Learning.mp4.srt	3.7 KB
Unit 10 09 Passive vs Active.mp4.srt	3.1 KB
Unit 10 10 Passive Temporal Difference Learning.mp4.srt	10.0 KB
Unit 10 11 Passive Agent Results.mp4.srt	1.6 KB
Unit 10 12 Weaknesses Question.mp4.srt	2.0 KB
Unit 10 13 Weaknesses Answers.mp4.srt	1.7 KB
Unit 10 14 Active Reinforcement Learning.mp4.srt	1.4 KB
Unit 10 15 Greedy Agent Results.mp4.srt	2.3 KB
Unit 10 16 Balancing Policy.mp4.srt	2.8 KB
Unit 10 17 Errors in Utility Questions.mp4.srt	2.5 KB
Unit 10 18 Errors in Utility Answers.mp4.srt	1.8 KB
Unit 10 19 Exploration Agents.mp4.srt	1.8 KB
Unit 10 2 Successes.mp4.srt	4.7 KB
Unit 10 20 Exploration Agent Results.mp4.srt	1.4 KB
Unit 10 21 Q Learning 1.mp4.srt	2.2 KB
Unit 10 22 Q Learning 2.mp4.srt	2.2 KB
Unit 10 23 Pacman 1.mp4.srt	2.9 KB
Unit 10 24 Pacman 2.mp4.srt	3.6 KB
Unit 10 25 Conclusion.mp4.srt	1.3 KB
/10 Reinforcement Learning/
Unit 10 01 Introduction.mp4.flv	2.0 MB
Unit 10 03 Forms of Learning.mp4.flv	5.1 MB
Unit 10 04 Forms of Learning Question.mp4.flv	6.7 MB
Unit 10 05 Forms of Learning Answer.mp4.flv	4.2 MB
Unit 10 06 MDP Review.mp4.flv	5.8 MB
Unit 10 07 Solving a MDP.mp4.flv	5.6 MB
Unit 10 08 Agents of Reinforcement Learning.mp4.flv	7.6 MB
Unit 10 09 Passive vs Active.mp4.flv	5.5 MB
Unit 10 10 Passive Temporal Difference Learning.mp4.flv	20.2 MB
Unit 10 11 Passive Agent Results.mp4.flv	3.4 MB
Unit 10 12 Weaknesses Question.mp4.flv	4.0 MB
Unit 10 13 Weaknesses Answers.mp4.flv	3.4 MB
Unit 10 14 Active Reinforcement Learning.mp4.flv	3.1 MB
Unit 10 15 Greedy Agent Results.mp4.flv	4.7 MB
Unit 10 16 Balancing Policy.mp4.flv	5.6 MB
Unit 10 17 Errors in Utility Questions.mp4.flv	5.4 MB
Unit 10 18 Errors in Utility Answers.mp4.flv	3.6 MB
Unit 10 19 Exploration Agents.mp4.flv	3.9 MB
Unit 10 2 Successes.mp4.flv	10.1 MB
Unit 10 20 Exploration Agent Results.mp4.flv	2.9 MB
Unit 10 21 Q Learning 1.mp4.flv	4.6 MB
Unit 10 22 Q Learning 2.mp4.flv	4.9 MB
Unit 10 23 Pacman 1.mp4.flv	5.8 MB
Unit 10 24 Pacman 2.mp4.flv	8.1 MB
Unit 10 25 Conclusion.mp4.flv	2.5 MB
/10_1 Homework/
Homework_5_1_Q_Learning_mp4-Ybifm6j2SP4.flv	6.1 MB
Homework_5_2_Function_Generalization_mp4-tpH7hp_pLqk.flv	6.3 MB
Homework_5_3_Passive_RL_Agent_mp4-212NkM6UCBc.flv	4.0 MB
/subtitles/
Unit 11 01.mp4 Introduction.mp4.srt	1.6 KB
Unit 11 02.mp4 Hidden Markov Models.mp4.srt	0.9 KB
Unit 11 03.mp4 Bayes Network of HMMs.mp4.srt	2.4 KB
Unit 11 04.mp4 Localization Problem Examples.mp4.srt	5.2 KB
Unit 11 05.mp4 Markov Chain Question 1.mp4.srt	1.4 KB
Unit 11 06.mp4 Markov Chain Answer 1.mp4.srt	2.9 KB
Unit 11 07.mp4 Markov Chain Question 2.mp4.srt	0.6 KB
Unit 11 08.mp4 Markov Chain Answer 2.mp4.srt	1.7 KB
Unit 11 09.mp4 Stationary Distribution.mp4.srt	3.2 KB
Unit 11 10.mp4 Stationary Distribution Question-.mp4.srt	0.3 KB
Unit 11 11.mp4 Stationary Distribution Answer.mp4.srt	2.0 KB
Unit 11 12.mp4 Finding Transition Probabilities.mp4.srt	2.6 KB
Unit 11 13.mp4 Transition Probabilities Question.mp4.srt	0.5 KB
Unit 11 14.mp4 Transition Probabilities Answer.mp4.srt	1.0 KB
Unit 11 15.mp4 Laplacian Smoothing Question.mp4.srt	2.2 KB
Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.srt	3.0 KB
Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.srt	5.2 KB
Unit 11 18.mp4 Happy Grumpy Question.mp4.srt	0.9 KB
Unit 11 19.mp4 Happy Grumpy Answer.mp4.srt	1.0 KB
Unit 11 20.mp4 Wow You Understand.mp4.srt	0.6 KB
Unit 11 21.mp4 HMMs and Robot Localization.mp4.srt	4.4 KB
Unit 11 22.mp4 HMM Equations.mp4.srt	3.4 KB
Unit 11 23 HMM Localization Example.mp4.srt	4.0 KB
Unit 11 24.mp4 Particle Filters.mp4.srt	5.2 KB
Unit 11 25.mp4 Localization and Particle Filters.mp4.srt	6.8 KB
Unit 11 26.mp4 Particle Filter Algorithm.mp4.srt	4.0 KB
Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.srt	2.5 KB
Unit 11 28.mp4 Conclusion.mp4.srt	1.1 KB
/11 HMMs and Filters/
Unit 11 01.mp4 Introduction.mp4.flv	4.1 MB
Unit 11 02.mp4 Hidden Markov Models.mp4.flv	3.0 MB
Unit 11 03.mp4 Bayes Network of HMMs.mp4.flv	5.7 MB
Unit 11 04.mp4 Localization Problem Examples.mp4.flv	13.7 MB
Unit 11 05.mp4 Markov Chain Question 1.mp4.flv	3.9 MB
Unit 11 06.mp4 Markov Chain Answer 1.mp4.flv	8.2 MB
Unit 11 07.mp4 Markov Chain Question 2.mp4.flv	1.6 MB
Unit 11 08.mp4 Markov Chain Answer 2.mp4.flv	4.3 MB
Unit 11 09.mp4 Stationary Distribution.mp4.flv	8.9 MB
Unit 11 10.mp4 Stationary Distribution Question-.mp4.flv	855.1 KB
Unit 11 11.mp4 Stationary Distribution Answer.mp4.flv	5.5 MB
Unit 11 12.mp4 Finding Transition Probabilities.mp4.flv	6.3 MB
Unit 11 13.mp4 Transition Probabilities Question.mp4.flv	1.1 MB
Unit 11 14.mp4 Transition Probabilities Answer.mp4.flv	2.3 MB
Unit 11 15.mp4 Laplacian Smoothing Question.mp4.flv	5.1 MB
Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.flv	6.7 MB
Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.flv	13.7 MB
Unit 11 18.mp4 Happy Grumpy Question.mp4.flv	2.5 MB
Unit 11 19.mp4 Happy Grumpy Answer.mp4.flv	3.2 MB
Unit 11 20.mp4 Wow You Understand.mp4.flv	1.7 MB
Unit 11 21.mp4 HMMs and Robot Localization.mp4.flv	9.9 MB
Unit 11 22.mp4 HMM Equations.mp4.flv	8.5 MB
Unit 11 23 HMM Localization Example.mp4.flv	9.0 MB
Unit 11 24.mp4 Particle Filters.mp4.flv	12.4 MB
Unit 11 25.mp4 Localization and Particle Filters.mp4.flv	14.4 MB
Unit 11 26.mp4 Particle Filter Algorithm.mp4.flv	9.7 MB
Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.flv	5.3 MB
Unit 11 28.mp4 Conclusion.mp4.flv	2.7 MB
/12 MDP Review/
mdpreview 1 01 Deterministic Question.mp4.flv	4.5 MB
mdpreview 1 02 Deterministic Answer.mp4.flv	740.6 KB
mdpreview 1 03 Single Backup Question.mp4.flv	1.8 MB
mdpreview 1 04 Single Backup Answer.mp4.flv	1.3 MB
mdpreview 1 05 Convergence Question.mp4.flv	1.8 MB
mdpreview 1 07 Optimal Policy Question.mp4.flv	1.5 MB
mdpreview 1 08 Optimal Policy Answer.mp4.flv	1.7 MB
mdpreview 6 06 Convergence Answer.mp4.flv	2.4 MB
Unit 10 07 Solving a MDP.mp4.flv	5.6 MB
Unit 10 08 Agents of Reinforcement Learning.mp4.flv	7.6 MB
Unit 10 09 Passive vs Active.mp4.flv	5.5 MB
Unit 10 10 Passive Temporal Difference Learning.mp4.flv	20.2 MB
Unit 10 11 Passive Agent Results.mp4.flv	3.4 MB
Unit 10 12 Weaknesses Question.mp4.flv	4.0 MB
Unit 10 13 Weaknesses Answers.mp4.flv	3.4 MB
Unit 10 14 Active Reinforcement Learning.mp4.flv	3.1 MB
Unit 10 15 Greedy Agent Results.mp4.flv	4.7 MB
Unit 10 16 Balancing Policy.mp4.flv	5.6 MB
Unit 10 17 Errors in Utility Questions.mp4.flv	5.4 MB
Unit 10 18 Errors in Utility Answers.mp4.flv	3.6 MB
Unit 10 19 Exploration Agents.mp4.flv	3.9 MB
Unit 10 20 Exploration Agent Results.mp4.flv	2.9 MB
Unit 10 21 Q Learning 1.mp4.flv	4.6 MB
Unit 10 22 Q Learning 2.mp4.flv	4.9 MB
Unit 10 23 Pacman 1.mp4.flv	5.8 MB
Unit 10 24 Pacman 2.mp4.flv	8.1 MB
Unit 10 25 Conclusion.mp4.flv	2.5 MB
/subtitles/
mdpreview 1 01 Deterministic Question.mp4.srt	1.7 KB
mdpreview 1 02 Deterministic Answer.mp4.srt	0.2 KB
mdpreview 1 03 Single Backup Question.mp4.srt	0.6 KB
mdpreview 1 04 Single Backup Answer.mp4.srt	0.4 KB
mdpreview 1 05 Convergence Question.mp4.srt	0.7 KB
mdpreview 1 07 Optimal Policy Question.mp4.srt	0.5 KB
mdpreview 1 08 Optimal Policy Answer.mp4.srt	0.7 KB
mdpreview 6 06 Convergence Answer.mp4.srt	0.9 KB
Unit 10 07 Solving a MDP.mp4.srt	2.7 KB
Unit 10 08 Agents of Reinforcement Learning.mp4.srt	3.7 KB
Unit 10 09 Passive vs Active.mp4.srt	3.1 KB
Unit 10 10 Passive Temporal Difference Learning.mp4.srt	10.0 KB
Unit 10 11 Passive Agent Results.mp4.srt	1.6 KB
Unit 10 12 Weaknesses Question.mp4.srt	2.0 KB
Unit 10 13 Weaknesses Answers.mp4.srt	1.7 KB
Unit 10 14 Active Reinforcement Learning.mp4.srt	1.4 KB
Unit 10 15 Greedy Agent Results.mp4.srt	2.3 KB
Unit 10 16 Balancing Policy.mp4.srt	2.8 KB
Unit 10 17 Errors in Utility Questions.mp4.srt	2.5 KB
Unit 10 18 Errors in Utility Answers.mp4.srt	1.8 KB
Unit 10 19 Exploration Agents.mp4.srt	1.8 KB
Unit 10 20 Exploration Agent Results.mp4.srt	1.4 KB
Unit 10 21 Q Learning 1.mp4.srt	2.2 KB
Unit 10 22 Q Learning 2.mp4.srt	2.2 KB
Unit 10 23 Pacman 1.mp4.srt	2.9 KB
Unit 10 24 Pacman 2.mp4.srt	3.6 KB
Unit 10 25 Conclusion.mp4.srt	1.3 KB
/12_1 Midterm questions/
Midterm_1_Question_01_mp4-n5L615D9HSw.flv	3.9 MB
Midterm_1_Question_02_mp4-cGeI1EN9GlE.flv	2.3 MB
Midterm_1_Question_03_mp4-oedKzzOfyuc.flv	438.5 KB
Midterm_1_Question_04_mp4-Ktc8cdjc6VI.flv	1.5 MB
Midterm_1_Question_05_mp4-TU2Oy4wmqXE.flv	2.5 MB
Midterm_1_Question_06_mp4-v_qni8a_X7s.flv	1.8 MB
Midterm_1_Question_07_mp4-tN0pUARoKn4.flv	1.8 MB
Midterm_1_Question_08_mp4-wJ_6Ui5ElB4.flv	4.3 MB
Midterm_1_Question_09_mp4-0nB4nvEYcFY.flv	1.5 MB
Midterm_1_Question_10_mp4-KumU1dlAlsU.flv	1.4 MB
Midterm_1_Question_11_mp4-nLFXKsiODAE.flv	1.5 MB
Midterm_1_Question_12_mp4-p5a8HJhVpl0.flv	3.7 MB
Midterm_1_Question_13_mp4-mJOOFG8K0t8.flv	7.3 MB
Midterm_1_Question_14_mp4-Kc88fJ3qrmc.flv	1.6 MB
Midterm_1_Question_15_mp4-AmfqCR-VCTo.flv	4.5 MB
/13 Games/subtitles/
Unit 13 01 Introduction.mp4.srt	0.8 KB
Unit 13 02 Technologies Question.mp4.srt	1.9 KB
Unit 13 03 Technologies Answer.mp4.srt	0.9 KB
Unit 13 04 Games Question.mp4.srt	1.6 KB
Unit 13 05 Games Answer.mp4.srt	2.8 KB
Unit 13 06 Single Player Game.mp4.srt	2.7 KB
Unit 13 07 Two Player Game.mp4.srt	5.3 KB
Unit 13 08 Two Player Function.mp4.srt	2.3 KB
Unit 13 09 Time Complexity Question.mp4.srt	1.3 KB
Unit 13 10 Time Complexity Answer.mp4.srt	0.3 KB
Unit 13 11 Space Complexity Question.mp4.srt	0.6 KB
Unit 13 12 Space Complexity Answer.mp4.srt	0.7 KB
Unit 13 13 Chess Question.mp4.srt	1.2 KB
Unit 13 14 Chess Answer.mp4.srt	0.4 KB
Unit 13 15 Complexity Reduction Question.mp4.srt	0.8 KB
Unit 13 16 Complexity Reduction Answer.mp4.srt	0.1 KB
Unit 13 17 Review Question.mp4.srt	1.5 KB
Unit 13 18 Review Answer.mp4.srt	0.6 KB
Unit 13 19 Reduce B.mp4.srt	2.5 KB
Unit 13 20 Reduce B Question.mp4.srt	0.2 KB
Unit 13 21 Reduce B Answer.mp4.srt	0.7 KB
Unit 13 22 Reduce M.mp4.srt	3.8 KB
Unit 13 23 Computing State Values.mp4.srt	2.4 KB
Unit 13 24 Complexity Reduction Benefits.mp4.srt	4.3 KB
Unit 13 25 Pacman Question.mp4.srt	1.5 KB
Unit 13 26 Pacman Answer.mp4.srt	2.7 KB
Unit 13 27 Chance.mp4.srt	2.4 KB
Unit 13 28 Chance Question.mp4.srt	1.0 KB
Unit 13 29 Chance Answer.mp4.srt	1.4 KB
Unit 13 30 Terminal State Question.mp4.srt	0.3 KB
Unit 13 32 Game Tree Question 1.mp4.srt	0.5 KB
Unit 13 33 Game Tree Answer 1.mp4.srt	0.3 KB
Unit 13 34 Game Tree Question 2.mp4.srt	1.0 KB
Unit 13 35 Game Tree Answer 2.mp4.srt	0.7 KB
Unit 13 36 Conclusion.mp4.srt	2.7 KB
/13 Games/
Unit 13 01 Introduction.mp4.flv	1.6 MB
Unit 13 02 Technologies Question.mp4.flv	4.3 MB
Unit 13 03 Technologies Answer.mp4.flv	2.0 MB
Unit 13 04 Games Question.mp4.flv	3.9 MB
Unit 13 05 Games Answer.mp4.flv	6.2 MB
Unit 13 06 Single Player Game.mp4.flv	7.0 MB
Unit 13 07 Two Player Game.mp4.flv	12.9 MB
Unit 13 08 Two Player Function.mp4.flv	5.7 MB
Unit 13 09 Time Complexity Question.mp4.flv	3.1 MB
Unit 13 10 Time Complexity Answer.mp4.flv	726.4 KB
Unit 13 11 Space Complexity Question.mp4.flv	1.5 MB
Unit 13 12 Space Complexity Answer.mp4.flv	1.8 MB
Unit 13 13 Chess Question.mp4.flv	2.6 MB
Unit 13 14 Chess Answer.mp4.flv	762.6 KB
Unit 13 15 Complexity Reduction Question.mp4.flv	1.8 MB
Unit 13 16 Complexity Reduction Answer.mp4.flv	259.6 KB
Unit 13 17 Review Question.mp4.flv	3.5 MB
Unit 13 18 Review Answer.mp4.flv	1.6 MB
Unit 13 19 Reduce B.mp4.flv	5.6 MB
Unit 13 20 Reduce B Question.mp4.flv	446.4 KB
Unit 13 21 Reduce B Answer.mp4.flv	1.5 MB
Unit 13 22 Reduce M.mp4.flv	8.3 MB
Unit 13 23 Computing State Values.mp4.flv	5.7 MB
Unit 13 24 Complexity Reduction Benefits.mp4.flv	9.4 MB
Unit 13 25 Pacman Question.mp4.flv	3.3 MB
Unit 13 26 Pacman Answer.mp4.flv	6.2 MB
Unit 13 27 Chance.mp4.flv	5.1 MB
Unit 13 28 Chance Question.mp4.flv	2.7 MB
Unit 13 29 Chance Answer.mp4.flv	3.8 MB
Unit 13 30 Terminal State Question.mp4.flv	577.0 KB
Unit 13 31 Terminal State Answer.mp4.flv	2.5 MB
Unit 13 32 Game Tree Question 1.mp4.flv	1.1 MB
Unit 13 33 Game Tree Answer 1.mp4.flv	926.0 KB
Unit 13 34 Game Tree Question 2.mp4.flv	2.8 MB
Unit 13 35 Game Tree Answer 2.mp4.flv	1.8 MB
Unit 13 36 Conclusion.mp4.flv	5.8 MB
/subtitles/
Unit 14 01 Introduction.mp4.srt	2.9 KB
Unit 14 02 Dominant Strategy Question.mp4.srt	4.3 KB
Unit 14 03 Dominant Strategy Answer.mp4.srt	0.9 KB
Unit 14 04 Pareto Optimal Question.mp4.srt	0.9 KB
Unit 14 05 Pareto Optimal Answer.mp4.srt	0.5 KB
Unit 14 06 Equilibrium Question.mp4.srt	0.8 KB
Unit 14 07 Equilibrium Answer.mp4.srt	1.2 KB
Unit 14 08 Game Console Question 1.mp4.srt	1.9 KB
Unit 14 09 Game Console Answer 1.mp4.srt	0.8 KB
Unit 14 10 Game Console Question 2.mp4.srt	0.2 KB
Unit 14 11 Game Console Answer 2.mp4.srt	0.6 KB
Unit 14 12 2 Finger Morra.mp4.srt	2.5 KB
Unit 14 13 Tree Question.mp4.srt	2.4 KB
Unit 14 14 Tree Answer.mp4.srt	1.7 KB
Unit 14 15 Mixed Strategy.mp4.srt	3.3 KB
Unit 14 16 Solving the Game.mp4.srt	2.9 KB
Unit 14 17 Mixed Strategy Issues.mp4.srt	4.3 KB
Unit 14 18 2x2 Game Question 1.mp4.srt	1.1 KB
Unit 14 19 2x2 Game Answer 1.mp4.srt	1.0 KB
Unit 14 20 2x2 Game Question 2.mp4.srt	0.6 KB
Unit 14 21 2x2 Game Answer 2.mp4.srt	1.8 KB
Unit 14 22 Geometric Interpretation.mp4.srt	2.4 KB
Unit 14 23 Poker.mp4.srt	5.1 KB
Unit 14 24 Game Theory Strategies.mp4.srt	3.3 KB
Unit 14 25 Fed vs Politicians Question.mp4.srt	1.5 KB
Unit 14 26 Fed Vs Politicians Answer.mp4.srt	2.8 KB
Unit 14 27 Mechanism Design.mp4.srt	2.9 KB
Unit 14 28 Auction Question.mp4.srt	3.7 KB
Unit 14 29 Auction Answer.mp4.srt	1.5 KB
/14 Game Theory/
Unit 14 01 Introduction.mp4.flv	5.6 MB
Unit 14 02 Dominant Strategy Question.mp4.flv	9.4 MB
Unit 14 03 Dominant Strategy Answer.mp4.flv	1.9 MB
Unit 14 04 Pareto Optimal Question.mp4.flv	1.9 MB
Unit 14 05 Pareto Optimal Answer.mp4.flv	912.7 KB
Unit 14 06 Equilibrium Question.mp4.flv	1.8 MB
Unit 14 07 Equilibrium Answer.mp4.flv	2.9 MB
Unit 14 08 Game Console Question 1.mp4.flv	5.0 MB
Unit 14 09 Game Console Answer 1.mp4.flv	1.5 MB
Unit 14 10 Game Console Question 2.mp4.flv	511.9 KB
Unit 14 11 Game Console Answer 2.mp4.flv	1.2 MB
Unit 14 12 2 Finger Morra.mp4.flv	6.0 MB
Unit 14 13 Tree Question.mp4.flv	6.0 MB
Unit 14 14 Tree Answer.mp4.flv	3.9 MB
Unit 14 15 Mixed Strategy.mp4.flv	7.9 MB
Unit 14 16 Solving the Game.mp4.flv	7.5 MB
Unit 14 17 Mixed Strategy Issues.mp4.flv	8.6 MB
Unit 14 18 2x2 Game Question 1.mp4.flv	2.6 MB
Unit 14 19 2x2 Game Answer 1.mp4.flv	2.3 MB
Unit 14 20 2x2 Game Question 2.mp4.flv	1.4 MB
Unit 14 21 2x2 Game Answer 2.mp4.flv	5.2 MB
Unit 14 22 Geometric Interpretation.mp4.flv	6.0 MB
Unit 14 23 Poker.mp4.flv	11.4 MB
Unit 14 24 Game Theory Strategies.mp4.flv	6.4 MB
Unit 14 25 Fed vs Politicians Question.mp4.flv	3.5 MB
Unit 14 26 Fed Vs Politicians Answer.mp4.flv	6.3 MB
Unit 14 27 Mechanism Design.mp4.flv	6.4 MB
Unit 14 28 Auction Question.mp4.flv	9.2 MB
Unit 14 29 Auction Answer.mp4.flv	3.3 MB
/subtitles/
Unit 15 01 Introduction.mp4.srt	0.9 KB
Unit 15 02 Scheduling.mp4.srt	1.1 KB
Unit 15 03 Schedule Question.mp4.srt	2.5 KB
Unit 15 04 Schedule Answer.mp4.srt	1.6 KB
Unit 15 05 Resources Question.mp4.srt	1.7 KB
Unit 15 06 Resources Answer.mp4.srt	1.3 KB
Unit 15 07 Extending Planning.mp4.srt	1.5 KB
Unit 15 08 Hierarchical Planning.mp4.srt	1.7 KB
Unit 15 09 Refinement Planning.mp4.srt	2.3 KB
Unit 15 10 Reachable States.mp4.srt	2.6 KB
Unit 15 11 Reachable States Question.mp4.srt	2.8 KB
Unit 15 12 Reachable States Answer.mp4.srt	1.6 KB
Unit 15 13 Conformant Plan Question.mp4.srt	2.9 KB
Unit 15 14 Conformant Plan Answer.mp4.srt	0.6 KB
Unit 15 15 Sensory Plan Question.mp4.srt	0.7 KB
Unit 15 16 Sensory Plan Answer.mp4.srt	1.2 KB
/15 Advanced Planning/
Unit 15 01 Introduction.mp4.flv	2.1 MB
Unit 15 02 Scheduling.mp4.flv	2.6 MB
Unit 15 03 Schedule Question.mp4.flv	6.0 MB
Unit 15 04 Schedule Answer.mp4.flv	3.3 MB
Unit 15 05 Resources Question.mp4.flv	4.3 MB
Unit 15 06 Resources Answer.mp4.flv	3.1 MB
Unit 15 07 Extending Planning.mp4.flv	3.2 MB
Unit 15 08 Hierarchical Planning.mp4.flv	4.6 MB
Unit 15 09 Refinement Planning.mp4.flv	5.6 MB
Unit 15 10 Reachable States.mp4.flv	6.0 MB
Unit 15 11 Reachable States Question.mp4.flv	6.6 MB
Unit 15 12 Reachable States Answer.mp4.flv	3.3 MB
Unit 15 13 Conformant Plan Question.mp4.flv	6.3 MB
Unit 15 14 Conformant Plan Answer.mp4.flv	1.5 MB
Unit 15 15 Sensory Plan Question.mp4.flv	1.9 MB
Unit 15 16 Sensory Plan Answer.mp4.flv	3.3 MB
/15_1 Homework/
Homework_6_01_Max_Likelihood_Question_mp4-xoiKLkSgDx4.flv	4.6 MB
Homework_6_03_Stationary_Distribution_Question_mp4-YYLJEwBxaCo.flv	2.0 MB
Homework_6_05_HMM_Question_mp4-7M2WSm5o978.flv	5.0 MB
Homework_6_07_Particle_Filter_Question_1_mp4-I9G18f4LdGE.flv	3.4 MB
Homework_6_09_Particle_Filter_Question_2_mp4-9-P7zxOaMAA.flv	3.6 MB
Homework_6_11_Particle_Filter_Question_3_mp4-4qS60Fis3MQ.flv	2.6 MB
Homework_6_13_Particle_Filter_Question_4_mp4-OQretRV-h8w.flv	1.7 MB
Homework_6_15_Max_Min_Question_mp4-4Pbln8KFnrs.flv	1.7 MB
Homework_6_17_Scheduling_Question_mp4-ZIkmqzwy43I.flv	1.1 MB
Homework_6_19_Game_Tree_Question_mp4-cJOCbF2UeLE.flv	4.1 MB
Homework_6_21_Strategy_Question_mp4-sFPhOsgIVw8.flv	1.1 MB
/subtitles/
Unit 16 01 Introduction.mp4.srt	2.9 KB
Unit 16 02 Image Formation.mp4.srt	3.6 KB
Unit 16 03 Projection Length Question.mp4.srt	0.5 KB
Unit 16 04 Projection Length Answer.mp4.srt	0.9 KB
Unit 16 05 Focal Length Question.mp4.srt	0.4 KB
Unit 16 06 Focal Length Answer.mp4.srt	0.5 KB
Unit 16 07 Range Question.mp4.srt	0.8 KB
Unit 16 08 Range Answer.mp4.srt	0.5 KB
Unit 16 09 Perspective Projection.mp4.srt	1.5 KB
Unit 16 10 Vanishing Points.mp4.srt	1.7 KB
Unit 16 11 Vanishing Points Question.mp4.srt	0.6 KB
Unit 16 12 Vanishing Points Answer.mp4.srt	0.9 KB
Unit 16 13 Lenses.mp4.srt	3.0 KB
Unit 16 14 Computer Vision.mp4.srt	1.8 KB
Unit 16 15 Invariance Question A.mp4.srt	2.2 KB
Unit 16 16 Invariance Answer A.mp4.srt	0.3 KB
Unit 16 17 Invariance Question B.mp4.srt	0.5 KB
Unit 16 18 Invariance Answer B.mp4.srt	0.5 KB
Unit 16 19 Invariance Question C.mp4.srt	0.4 KB
Unit 16 20 Invariance Answer C.mp4.srt	0.6 KB
Unit 16 21 Invariance Question D.mp4.srt	0.5 KB
Unit 16 22 Invariance Answer D.mp4.srt	0.3 KB
Unit 16 23 Invariance Question E.mp4.srt	0.5 KB
Unit 16 24 Invariance Answer E.mp4.srt	0.3 KB
Unit 16 25 Final Invariance Type.mp4.srt	0.9 KB
Unit 16 26 Importance of Invariance.mp4.srt	1.0 KB
Unit 16 27 Greyscale Images.mp4.srt	2.6 KB
Unit 16 28 Extracting Features.mp4.srt	3.7 KB
Unit 16 29 Extracting Features Question.mp4.srt	0.6 KB
Unit 16 30 Extracting Features Answer.mp4.srt	0.5 KB
Unit 16 31 Linear Filter.mp4.srt	2.7 KB
Unit 16 32 Horizontal Edge Question.mp4.srt	0.6 KB
Unit 16 33 Horizontal Edge Answer.mp4.srt	0.7 KB
Unit 16 34 Vertical Filter Question.mp4.srt	0.4 KB
Unit 16 35 Vertical Filter Answer.mp4.srt	0.6 KB
Unit 16 36 Filter Results.mp4.srt	0.8 KB
Unit 16 37 Gradient Images.mp4.srt	2.2 KB
Unit 16 38 Canny Edge Detector.mp4.srt	1.2 KB
Unit 16 39 Other Masks.mp4.srt	1.0 KB
Unit 16 40 Prewitt Mask Question.mp4.srt	0.4 KB
Unit 16 41 Prewitt Mask Answer.mp4.srt	0.4 KB
Unit 16 42 Gaussian Kernel Question.mp4.srt	1.1 KB
Unit 16 43 Gaussian Kernel Answer.mp4.srt	0.8 KB
Unit 16 44 Reasons for Gaussian Kernels.mp4.srt	4.6 KB
Unit 16 45 Harris Corner Detector.mp4.srt	4.4 KB
Unit 16 46 Modern Feature Detectors.mp4.srt	2.5 KB
Unit 16 47 Conclusion.mp4.srt	1.2 KB
/16 Computer Vision I/
Unit 16 01 Introduction.mp4.flv	8.1 MB
Unit 16 02 Image Formation.mp4.flv	9.6 MB
Unit 16 03 Projection Length Question.mp4.flv	1.4 MB
Unit 16 04 Projection Length Answer.mp4.flv	2.6 MB
Unit 16 05 Focal Length Question.mp4.flv	1.2 MB
Unit 16 06 Focal Length Answer.mp4.flv	1.4 MB
Unit 16 07 Range Question.mp4.flv	2.3 MB
Unit 16 08 Range Answer.mp4.flv	1.8 MB
Unit 16 09 Perspective Projection.mp4.flv	4.2 MB
Unit 16 10 Vanishing Points.mp4.flv	4.6 MB
Unit 16 11 Vanishing Points Question.mp4.flv	1.4 MB
Unit 16 12 Vanishing Points Answer.mp4.flv	2.3 MB
Unit 16 13 Lenses.mp4.flv	7.5 MB
Unit 16 14 Computer Vision.mp4.flv	5.2 MB
Unit 16 15 Invariance Question A.mp4.flv	4.7 MB
Unit 16 16 Invariance Answer A.mp4.flv	581.7 KB
Unit 16 17 Invariance Question B.mp4.flv	1.2 MB
Unit 16 18 Invariance Answer B.mp4.flv	1.3 MB
Unit 16 19 Invariance Question C.mp4.flv	993.5 KB
Unit 16 20 Invariance Answer C.mp4.flv	1.3 MB
Unit 16 21 Invariance Question D.mp4.flv	1.1 MB
Unit 16 22 Invariance Answer D.mp4.flv	734.0 KB
Unit 16 23 Invariance Question E.mp4.flv	893.9 KB
Unit 16 24 Invariance Answer E.mp4.flv	542.7 KB
Unit 16 25 Final Invariance Type.mp4.flv	1.9 MB
Unit 16 26 Importance of Invariance.mp4.flv	2.3 MB
Unit 16 27 Greyscale Images.mp4.flv	6.2 MB
Unit 16 28 Extracting Features.mp4.flv	10.8 MB
Unit 16 29 Extracting Features Question.mp4.flv	1.3 MB
Unit 16 30 Extracting Features Answer.mp4.flv	1.7 MB
Unit 16 31 Linear Filter.mp4.flv	5.3 MB
Unit 16 32 Horizontal Edge Question.mp4.flv	1.3 MB
Unit 16 33 Horizontal Edge Answer.mp4.flv	1.5 MB
Unit 16 34 Vertical Filter Question.mp4.flv	1.1 MB
Unit 16 35 Vertical Filter Answer.mp4.flv	1.4 MB
Unit 16 36 Filter Results.mp4.flv	2.5 MB
Unit 16 37 Gradient Images.mp4.flv	5.8 MB
Unit 16 38 Canny Edge Detector.mp4.flv	5.3 MB
Unit 16 39 Other Masks.mp4.flv	2.1 MB
Unit 16 40 Prewitt Mask Question.mp4.flv	881.1 KB
Unit 16 41 Prewitt Mask Answer.mp4.flv	665.2 KB
Unit 16 42 Gaussian Kernel Question.mp4.flv	3.2 MB
Unit 16 43 Gaussian Kernel Answer.mp4.flv	1.6 MB
Unit 16 44 Reasons for Gaussian Kernels.mp4.flv	11.6 MB
Unit 16 45 Harris Corner Detector.mp4.flv	9.3 MB
Unit 16 46 Modern Feature Detectors.mp4.flv	5.7 MB
Unit 16 47 Conclusion.mp4.flv	2.6 MB
/subtitles/
Unit 17 01 Introduction.mp4.srt	1.0 KB
Unit 17 02 Depth Question.mp4.srt	0.6 KB
Unit 17 03 Depth Answer.mp4.srt	1.2 KB
Unit 17 05 Stereo Question.mp4.srt	0.5 KB
Unit 17 06 Stereo Answer.mp4.srt	2.0 KB
Unit 17 07 Solving for Depth.mp4.srt	2.6 KB
Unit 17 08 Solve Depth Question.mp4.srt	0.6 KB
Unit 17 09 Solve Depth Answer.mp4.srt	0.3 KB
Unit 17 10 Change in X Question.mp4.srt	0.6 KB
Unit 17 11 Change in X Answer.mp4.srt	0.3 KB
Unit 17 12 Focal Length Question.mp4.srt	0.5 KB
Unit 17 13 Focal Length Answer.mp4.srt	0.3 KB
Unit 17 14 Correspondence Question.mp4.srt	0.8 KB
Unit 17 15 Correspondence Answer.mp4.srt	1.7 KB
Unit 17 16 Determine Correspondence Question.mp4.srt	3.1 KB
Unit 17 17 Determine Correspondence Answer.mp4.srt	0.3 KB
Unit 17 18 SSD Minimization.mp4.srt	2.9 KB
Unit 17 19 Disparity Maps.mp4.srt	2.2 KB
Unit 17 20 Context Question.mp4.srt	2.1 KB
Unit 17 21 Context Answer.mp4.srt	1.1 KB
Unit 17 22 Alignment 1 Question.mp4.srt	1.7 KB
Unit 17 23 Alignment 1 Answer.mp4.srt	0.5 KB
Unit 17 24 Alignment 2 Question.mp4.srt	0.5 KB
Unit 17 25 Alignment 2 Answer.mp4.srt	1.0 KB
Unit 17 26 Dynamic Programming.mp4.srt	6.0 KB
Unit 17 27 Pixel Correspondence Question 1.mp4.srt	0.9 KB
Unit 17 28 Pixel Correspondence Answer 1.mp4.srt	1.1 KB
Unit 17 29 Pixel Correspondence Question 2.mp4.srt	0.7 KB
Unit 17 30 Pixel Correspondence Answer 2.mp4.srt	1.5 KB
Unit 17 31 Finding the Best Alignment.mp4.srt	0.7 KB
Unit 17 32 Correspondence Issues.mp4.srt	2.0 KB
Unit 17 33 Improving Stereo Vision.mp4.srt	3.8 KB
/17 Computer Vision II/
Unit 17 01 Introduction.mp4.flv	2.4 MB
Unit 17 02 Depth Question.mp4.flv	1.4 MB
Unit 17 03 Depth Answer.mp4.flv	3.2 MB
Unit 17 05 Stereo Question.mp4.flv	1.2 MB
Unit 17 06 Stereo Answer.mp4.flv	4.3 MB
Unit 17 07 Solving for Depth.mp4.flv	6.4 MB
Unit 17 08 Solve Depth Question.mp4.flv	2.1 MB
Unit 17 09 Solve Depth Answer.mp4.flv	942.9 KB
Unit 17 10 Change in X Question.mp4.flv	1.5 MB
Unit 17 11 Change in X Answer.mp4.flv	889.4 KB
Unit 17 12 Focal Length Question.mp4.flv	1.6 MB
Unit 17 13 Focal Length Answer.mp4.flv	974.4 KB
Unit 17 14 Correspondence Question.mp4.flv	1.9 MB
Unit 17 15 Correspondence Answer.mp4.flv	3.8 MB
Unit 17 16 Determine Correspondence Question.mp4.flv	6.6 MB
Unit 17 17 Determine Correspondence Answer.mp4.flv	642.9 KB
Unit 17 18 SSD Minimization.mp4.flv	6.6 MB
Unit 17 19 Disparity Maps.mp4.flv	7.4 MB
Unit 17 20 Context Question.mp4.flv	5.0 MB
Unit 17 21 Context Answer.mp4.flv	2.4 MB
Unit 17 22 Alignment 1 Question.mp4.flv	4.4 MB
Unit 17 23 Alignment 1 Answer.mp4.flv	1.5 MB
Unit 17 24 Alignment 2 Question.mp4.flv	1.5 MB
Unit 17 25 Alignment 2 Answer.mp4.flv	3.0 MB
Unit 17 26 Dynamic Programming.mp4.flv	13.6 MB
Unit 17 27 Pixel Correspondence Question 1.mp4.flv	2.3 MB
Unit 17 28 Pixel Correspondence Answer 1.mp4.flv	2.4 MB
Unit 17 29 Pixel Correspondence Question 2.mp4.flv	1.6 MB
Unit 17 30 Pixel Correspondence Answer 2.mp4.flv	3.5 MB
Unit 17 31 Finding the Best Alignment.mp4.flv	1.8 MB
Unit 17 32 Correspondence Issues.mp4.flv	4.4 MB
Unit 17 33 Improving Stereo Vision.mp4.flv	10.2 MB
/subtitles/
Unit 18 01 Structure from Motion Question.mp4.srt	2.4 KB
Unit 18 02 Structure from Motion Answer.mp4.srt	0.9 KB
Unit 18 03 Projection Question.mp4.srt	1.1 KB
Unit 18 04 Projection Answer.mp4.srt	1.1 KB
Unit 18 05 Structure from Motion Models.mp4.srt	3.7 KB
Unit 18 06 SFM Math.mp4.srt	2.0 KB
Unit 18 07 Recovered Unknowns Question.mp4.srt	2.6 KB
Unit 18 08 Recovered Unknowns Answer.mp4.srt	1.6 KB
Unit 18 09 Conclusion.mp4.srt	1.5 KB
/18 Computer Vision III/
Unit 18 01 Structure from Motion Question.mp4.flv	5.5 MB
Unit 18 02 Structure from Motion Answer.mp4.flv	1.7 MB
Unit 18 03 Projection Question.mp4.flv	2.3 MB
Unit 18 04 Projection Answer.mp4.flv	2.8 MB
Unit 18 05 Structure from Motion Models.mp4.flv	12.9 MB
Unit 18 06 SFM Math.mp4.flv	5.3 MB
Unit 18 07 Recovered Unknowns Question.mp4.flv	5.7 MB
Unit 18 08 Recovered Unknowns Answer.mp4.flv	3.3 MB
Unit 18 09 Conclusion.mp4.flv	2.8 MB
/18_7 Homework/
Homework_7_01_Perspective_Projection_mp4-S13qbo0O-Og.flv	6.5 MB
Homework_7_03_Linear_or_Not_mp4-OHl6VaglCP4.flv	5.6 MB
Homework_7_05_Gradient_Image_mp4-jQHHi-me1q4.flv	4.0 MB
Homework_7_07_Stereo_mp4-9EtdFB3Mchw.flv	6.7 MB
Homework_7_09_Correspondence_in_Stereo_mp4-l_JIXI_GpGA.flv	4.2 MB
Homework_7_11_Structure_from_Motion_mp4-RQzimXj2NhY.flv	4.7 MB
/19 Robotics I/subtitles/
Unit 19 01 Autonomous Vehicle Intro 1.mp4.srt	6.3 KB
Unit 19 02 Autonomous Vehicle Intro 2.mp4.srt	6.9 KB
Unit 19 03 Robotics Introduction.mp4.srt	0.6 KB
Unit 19 04 Robotics Question.mp4.srt	0.8 KB
Unit 19 05 Robotics Answer.mp4.srt	1.2 KB
Unit 19 06 Kinematic Question 1.mp4.srt	1.4 KB
Unit 19 07 Kinematic Answer 1.mp4.srt	1.2 KB
Unit 19 08 Kinematic Question 2.mp4.srt	0.3 KB
Unit 19 09 Kinematic Answer 2.mp4.srt	0.7 KB
Unit 19 10 Dynamic Question.mp4.srt	0.3 KB
Unit 19 11 Dynamic Answer.mp4.srt	1.2 KB
Unit 19 12 Helicopter Question 1.mp4.srt	0.4 KB
Unit 19 13 Helicopter Answer 1.mp4.srt	0.8 KB
Unit 19 14 Helicopter Question 2.mp4.srt	0.2 KB
Unit 19 15 Helicopter Answer 2.mp4.srt	0.9 KB
Unit 19 16 Localization.mp4.srt	1.1 KB
Unit 19 17 Monte Carlo Localization.mp4.srt	4.0 KB
Unit 19 18 Localization Question 1.mp4.srt	0.6 KB
Unit 19 19 Localization Answer 1.mp4.srt	1.1 KB
Unit 19 20 Localization Question 2.mp4.srt	0.6 KB
Unit 19 21 Localization Answer 2.mp4.srt	1.1 KB
/19 Robotics I/
Unit 19 01 Autonomous Vehicle Intro 1.mp4.flv	19.7 MB
Unit 19 02 Autonomous Vehicle Intro 2.mp4.flv	27.0 MB
Unit 19 03 Robotics Introduction.mp4.flv	1.5 MB
Unit 19 04 Robotics Question.mp4.flv	1.8 MB
Unit 19 05 Robotics Answer.mp4.flv	2.3 MB
Unit 19 06 Kinematic Question 1.mp4.flv	3.2 MB
Unit 19 07 Kinematic Answer 1.mp4.flv	2.2 MB
Unit 19 08 Kinematic Question 2.mp4.flv	794.2 KB
Unit 19 09 Kinematic Answer 2.mp4.flv	1.4 MB
Unit 19 10 Dynamic Question.mp4.flv	700.0 KB
Unit 19 11 Dynamic Answer.mp4.flv	2.5 MB
Unit 19 12 Helicopter Question 1.mp4.flv	1.1 MB
Unit 19 13 Helicopter Answer 1.mp4.flv	1.9 MB
Unit 19 14 Helicopter Question 2.mp4.flv	366.0 KB
Unit 19 15 Helicopter Answer 2.mp4.flv	1.8 MB
Unit 19 16 Localization.mp4.flv	5.4 MB
Unit 19 17 Monte Carlo Localization.mp4.flv	9.8 MB
Unit 19 18 Localization Question 1.mp4.flv	1.6 MB
Unit 19 19 Localization Answer 1.mp4.flv	2.5 MB
Unit 19 20 Localization Question 2.mp4.flv	1.5 MB
Unit 19 21 Localization Answer 2.mp4.flv	3.4 MB
/subtitles/
Unit 20 01 Prediction.mp4.srt	2.2 KB
Unit 20 02 Measurement Question.mp4.srt	3.3 KB
Unit 20 03 Measurement Answer.mp4.srt	2.7 KB
Unit 20 04 Resampling Question.mp4.srt	2.8 KB
Unit 20 05 Resampling Answer.mp4.srt	0.5 KB
Unit 20 06 Planning Question.mp4.srt	1.3 KB
Unit 20 07 Planning Answer.mp4.srt	0.3 KB
Unit 20 08 Road Graph.mp4.srt	1.6 KB
Unit 20 09 Cost Question.mp4.srt	2.4 KB
Unit 20 10 Cost Answer.mp4.srt	1.0 KB
Unit 20 11 Dynamic Programming 1.mp4.srt	3.6 KB
Unit 20 12 Dynamic Programming 2.mp4.srt	3.1 KB
Unit 20 13 Robotic Path Planning.mp4.srt	4.3 KB
Unit 20 14 Path Planning Examples.mp4.srt	4.3 KB
Unit 20 15 Conclusion.mp4.srt	2.2 KB
/20 Robotics II/
Unit 20 01 Prediction.mp4.flv	4.6 MB
Unit 20 02 Measurement Question.mp4.flv	8.0 MB
Unit 20 03 Measurement Answer.mp4.flv	7.3 MB
Unit 20 04 Resampling Question.mp4.flv	5.8 MB
Unit 20 05 Resampling Answer.mp4.flv	1.0 MB
Unit 20 06 Planning Question.mp4.flv	3.1 MB
Unit 20 07 Planning Answer.mp4.flv	805.2 KB
Unit 20 08 Road Graph.mp4.flv	4.1 MB
Unit 20 09 Cost Question.mp4.flv	4.8 MB
Unit 20 10 Cost Answer.mp4.flv	2.8 MB
Unit 20 11 Dynamic Programming 1.mp4.flv	14.8 MB
Unit 20 12 Dynamic Programming 2.mp4.flv	10.3 MB
Unit 20 13 Robotic Path Planning.mp4.flv	8.8 MB
Unit 20 14 Path Planning Examples.mp4.flv	10.5 MB
Unit 20 15 Conclusion.mp4.flv	4.3 MB
/20_1 Homework/
Homework_8_01_State_Space_Question_mp4-Y_77aT6KS4U.flv	6.4 MB
Homework_8_03_Dynamic_Programming_Question_1_mp4-Glmbwxqj0g0.flv	2.4 MB
Homework_8_05_Dynamic_Programming_Question_2_mp4-Fssd40hPtU8.flv	1.8 MB
Homework_8_07_Particle_Question_1_mp4-9rNsfluUx10.flv	5.2 MB
Homework_8_09_Particle_Question_2_mp4-u9pGcjGTxrI.flv	3.3 MB
Homework_8_11_Stanley_Question_mp4-BbV6zr2GQXM.flv	886.2 KB
Homework_8_13_Motion_Model_Question_mp4-cqV-38u5Yck.flv	3.4 MB
/subtitles/
Unit 21 01 Introduction.mp4.srt	1.9 KB
Unit 21 02 Language Models.mp4.srt	3.5 KB
Unit 21 03 Bag of Words.mp4.srt	1.5 KB
Unit 21 04 Probabilistic Models.mp4.srt	7.3 KB
Unit 21 05 Language and Learning.mp4.srt	2.7 KB
Unit 21 06 Language Models Question.mp4.srt	0.6 KB
Unit 21 07 Language Models Answer.mp4.srt	2.4 KB
Unit 21 08 Unigram Model Samples.mp4.srt	1.4 KB
Unit 21 09 Bigram Model Samples.mp4.srt	0.8 KB
Unit 21 10 Trigram Model Samples.mp4.srt	0.8 KB
Unit 21 11 N Gram Model Samples.mp4.srt	1.7 KB
Unit 21 12 N Gram Model Question.mp4.srt	1.0 KB
Unit 21 13 N Gram Model Answer.mp4.srt	0.3 KB
Unit 21 14 Probability Question.mp4.srt	2.2 KB
Unit 21 15 Probability Answer.mp4.srt	0.7 KB
Unit 21 16 Language Question.mp4.srt	1.6 KB
Unit 21 17 Language Answer.mp4.srt	2.2 KB
Unit 21 18 Letter Bigram Question.mp4.srt	0.9 KB
Unit 21 19 Letter Bigram Answer.mp4.srt	0.5 KB
Unit 21 20 Trigram Model Question.mp4.srt	1.2 KB
Unit 21 21 Trigram Model Answer.mp4.srt	0.3 KB
Unit 21 22 Classification.mp4.srt	2.3 KB
Unit 21 23 Classification Question.mp4.srt	0.6 KB
Unit 21 24 Classification Answer.mp4.srt	0.6 KB
Unit 21 25 Gzip.mp4.srt	3.3 KB
Unit 21 26 Segmentation.mp4.srt	1.8 KB
Unit 21 27 Segmentation Probabilistic Model.mp4.srt	2.0 KB
Unit 21 28 Probabilistic Model Question.mp4.srt	0.7 KB
Unit 21 29 Probabilistic Model Answer.mp4.srt	0.4 KB
Unit 21 30 Best Segmentation 1.mp4.srt	2.4 KB
Unit 21 31 Best Segmentation 2.mp4.srt	2.5 KB
Unit 21 32 Segment Code.mp4.srt	1.3 KB
Unit 21 33 Segment Question 1.mp4.srt	1.9 KB
Unit 21 34 Segment Answer 1.mp4.srt	1.3 KB
Unit 21 35 Segment Question 2.mp4.srt	0.7 KB
Unit 21 36 Segment Answer 2.mp4.srt	1.3 KB
Unit 21 37 Spelling Correction.mp4.srt	3.7 KB
Unit 21 38 Spelling Data.mp4.srt	2.1 KB
Unit 21 39 Correction Example.mp4.srt	5.7 KB
Unit 21 40 Software Engineering.mp4.srt	4.6 KB
/21 Natural Language Processing/
Unit 21 01 Introduction.mp4.flv	4.3 MB
Unit 21 02 Language Models.mp4.flv	9.4 MB
Unit 21 03 Bag of Words.mp4.flv	3.2 MB
Unit 21 04 Probabilistic Models.mp4.flv	18.1 MB
Unit 21 05 Language and Learning.mp4.flv	6.4 MB
Unit 21 06 Language Models Question.mp4.flv	1.5 MB
Unit 21 07 Language Models Answer.mp4.flv	5.4 MB
Unit 21 08 Unigram Model Samples.mp4.flv	3.2 MB
Unit 21 09 Bigram Model Samples.mp4.flv	1.9 MB
Unit 21 10 Trigram Model Samples.mp4.flv	1.6 MB
Unit 21 11 N Gram Model Samples.mp4.flv	3.8 MB
Unit 21 12 N Gram Model Question.mp4.flv	2.4 MB
Unit 21 13 N Gram Model Answer.mp4.flv	983.7 KB
Unit 21 14 Probability Question.mp4.flv	5.8 MB
Unit 21 15 Probability Answer.mp4.flv	1.7 MB
Unit 21 16 Language Question.mp4.flv	3.6 MB
Unit 21 17 Language Answer.mp4.flv	4.3 MB
Unit 21 18 Letter Bigram Question.mp4.flv	2.1 MB
Unit 21 19 Letter Bigram Answer.mp4.flv	1.0 MB
Unit 21 20 Trigram Model Question.mp4.flv	3.3 MB
Unit 21 21 Trigram Model Answer.mp4.flv	727.5 KB
Unit 21 22 Classification.mp4.flv	5.0 MB
Unit 21 23 Classification Question.mp4.flv	1.7 MB
Unit 21 24 Classification Answer.mp4.flv	1.3 MB
Unit 21 25 Gzip.mp4.flv	7.6 MB
Unit 21 26 Segmentation.mp4.flv	4.1 MB
Unit 21 27 Segmentation Probabilistic Model.mp4.flv	4.9 MB
Unit 21 28 Probabilistic Model Question.mp4.flv	2.0 MB
Unit 21 29 Probabilistic Model Answer.mp4.flv	1.3 MB
Unit 21 30 Best Segmentation 1.mp4.flv	5.2 MB
Unit 21 31 Best Segmentation 2.mp4.flv	6.8 MB
Unit 21 32 Segment Code.mp4.flv	2.8 MB
Unit 21 33 Segment Question 1.mp4.flv	3.9 MB
Unit 21 34 Segment Answer 1.mp4.flv	2.5 MB
Unit 21 35 Segment Question 2.mp4.flv	1.6 MB
Unit 21 36 Segment Answer 2.mp4.flv	3.3 MB
Unit 21 37 Spelling Correction.mp4.flv	8.4 MB
Unit 21 38 Spelling Data.mp4.flv	6.1 MB
Unit 21 39 Correction Example.mp4.flv	13.6 MB
Unit 21 40 Software Engineering.mp4.flv	9.7 MB
/21_1 Optional NLP Programming/
Programming Project 01 Optional Problem.mp4.flv	11.9 MB
/22 Natural Language Processing II/
Unit 22 01 Sentence Structure.mp4.flv	7.4 MB
Unit 22 02 Parses Question.mp4.flv	11.0 MB
Unit 22 03 Parses Answer.mp4.flv	7.3 MB
Unit 22 04 Problems and Solutions Question.mp4.flv	5.9 MB
Unit 22 05 Problems and Solutions Answer.mp4.flv	7.8 MB
Unit 22 06 Writing Grammars.mp4.flv	8.1 MB
Unit 22 07 PCFG.mp4.flv	11.2 MB
Unit 22 08 PCFG Question.mp4.flv	1.5 MB
Unit 22 09 PCFG Answer.mp4.flv	2.5 MB
Unit 22 10 Probability Origins.mp4.flv	10.1 MB
Unit 22 11 Resolving Ambiguity.mp4.flv	8.7 MB
Unit 22 12 LPCFG.mp4.flv	17.6 MB
Unit 22 13 Parsing into a Tree.mp4.flv	12.3 MB
Unit 22 14 Machine Translation.mp4.flv	8.7 MB
Unit 22 15 Translation Example.mp4.flv	16.3 MB
/_other/
Ai-Class Prerequisites.zip	343.8 MB
Total files 1396