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01 Welcome to AI (Size: 3.65 GB) (Files: 1396)
01 Welcome to AI
subtitles
Unit 0w, 1 Introduction.srt
Unit 1w, 1 Introduction.srt
Unit 1w, 10 AI and Uncertainty.srt
Unit 1w, 11 Examples of AI in Practice.srt
Unit 1w, 12 Chinese Translation Answer.srt
Unit 1w, 13 Chinese Translation Answer 2.srt
Unit 1w, 14 Chinese Translation Answer 3.srt
Unit 1w, 15 Congratulations.srt
Unit 1w, 2 Intelligent Agents.srt
Unit 1w, 3 Applications of AI.srt
Unit 1w, 4 Terminology.srt
Unit 1w, 5 Checkers Answer.srt
Unit 1w, 6 Poker.srt
Unit 1w, 7 Poker Answer.srt
Unit 1w, 8 Robotic Car.srt
Unit 1w, 9 Robotic Car Answer.srt
Unit 0w, 1 Introduction.flv
Unit 1w, 1 Introduction.flv
Unit 1w, 10 AI and Uncertainty.flv
Unit 1w, 11 Examples of AI in Practice.flv
Unit 1w, 12 Chinese Translation Answer.flv
Unit 1w, 13 Chinese Translation Answer 2.flv
Unit 1w, 14 Chinese Translation Answer 3.flv
Unit 1w, 15 Congratulations.flv
Unit 1w, 2 Intelligent Agents.flv
Unit 1w, 3 Applications of AI.flv
Unit 1w, 4 Terminology.flv
Unit 1w, 5 Checkers Answer.flv
Unit 1w, 6 Poker.flv
Unit 1w, 7 Poker Answer.flv
Unit 1w, 8 Robotic Car.flv
Unit 1w, 9 Robotic Car Answer.flv
02 Problem Solving
subtitles
Unit 2, Topic 1, Introduction.srt
Unit 2, Topic 10, Graph Search Answer.srt
Unit 2, Topic 11, Graph Search Termination.srt
Unit 2, Topic 12, Uniform Cost Search.srt
Unit 2, Topic 13, Uniform Cost Search.srt
Unit 2, Topic 14, Uniform Cost Search.srt
Unit 2, Topic 15, Uniform Cost Search.srt
Unit 2, Topic 16, Uniform Cost Termination.srt
Unit 2, Topic 17, Uniform Cost Termination Answer.srt
Unit 2, Topic 18, Depth First Search.srt
Unit 2, Topic 19, Search Optimality Answer.srt
Unit 2, Topic 2, Route Finding Question.srt
Unit 2, Topic 20, Storage Requirements, Completeness.srt
Unit 2, Topic 21, Completeness Answer.srt
Unit 2, Topic 22, More on Uniform Cost Search.srt
Unit 2, Topic 23, A-Star Search ANSWER.srt
Unit 2, Topic 23, A-Star Search.srt
Unit 2, Topic 24, A-Star Second Question ANSWER.srt
Unit 2, Topic 24, A-Star Second Question.srt
Unit 2, Topic 25, A-Star Third Question ANSWER.srt
Unit 2, Topic 25, A-Star Third Question.srt
Unit 2, Topic 26, A-Star Fourth Question ANSWER.srt
Unit 2, Topic 26, A-Star Fourth Question.srt
Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.srt
Unit 2, Topic 27, A-Star Fifth Question.srt
Unit 2, Topic 28, Optimistic Heuristics.srt
Unit 2, Topic 29, State Spaces ANSWER.srt
Unit 2, Topic 29, State Spaces.srt
Unit 2, Topic 3, Route Finding.srt
Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.srt
Unit 2, Topic 30, State Space Diagram and More Complexity.srt
Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.srt
Unit 2, Topic 31, Sliding Blocks Puzzle.srt
Unit 2, Topic 32, Where is the Intelligence.srt
Unit 2, Topic 33, What Can't Search Do.srt
Unit 2, Topic 34, Note on Implementation.srt
Unit 2, Topic 4, Tree Search.srt
Unit 2, Topic 5, Tree Search Answer.srt
Unit 2, Topic 6, Graph Search.srt
Unit 2, Topic 7, Graph Search Answer.srt
Unit 2, Topic 8, Graph Search Answer.srt
Unit 2, Topic 9, More Graph Search.srt
Unit 2, Topic 1, Introduction.flv
Unit 2, Topic 10, Graph Search Answer.flv
Unit 2, Topic 11, Graph Search Termination.flv
Unit 2, Topic 12, Uniform Cost Search.flv
Unit 2, Topic 13, Uniform Cost Search.flv
Unit 2, Topic 14, Uniform Cost Search.flv
Unit 2, Topic 15, Uniform Cost Search.flv
Unit 2, Topic 16, Uniform Cost Termination.flv
Unit 2, Topic 17, Uniform Cost Termination Answer.flv
Unit 2, Topic 18, Depth First Search.flv
Unit 2, Topic 19, Search Optimality Answer.flv
Unit 2, Topic 2, Route Finding Question.flv
Unit 2, Topic 20, Storage Requirements, Completeness.flv
Unit 2, Topic 21, Completeness Answer.flv
Unit 2, Topic 22, More on Uniform Cost Search.flv
Unit 2, Topic 23, A-Star Search ANSWER.flv
Unit 2, Topic 23, A-Star Search.flv
Unit 2, Topic 24, A-Star Second Question ANSWER.flv
Unit 2, Topic 24, A-Star Second Question.flv
Unit 2, Topic 25, A-Star Third Question ANSWER.flv
Unit 2, Topic 25, A-Star Third Question.flv
Unit 2, Topic 26, A-Star Fourth Question ANSWER.flv
Unit 2, Topic 26, A-Star Fourth Question.flv
Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.flv
Unit 2, Topic 27, A-Star Fifth Question.flv
Unit 2, Topic 28, Optimistic Heuristics.flv
Unit 2, Topic 29, State Spaces ANSWER.flv
Unit 2, Topic 29, State Spaces.flv
Unit 2, Topic 3, Route Finding.flv
Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.flv
Unit 2, Topic 30, State Space Diagram and More Complexity.flv
Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.flv
Unit 2, Topic 31, Sliding Blocks Puzzle.flv
Unit 2, Topic 32, Where is the Intelligence.flv
Unit 2, Topic 33, What Can't Search Do.flv
Unit 2, Topic 34, Note on Implementation.flv
Unit 2, Topic 4, Tree Search.flv
Unit 2, Topic 5, Tree Search Answer.flv
Unit 2, Topic 6, Graph Search.flv
Unit 2, Topic 7, Graph Search Answer.flv
Unit 2, Topic 8, Graph Search Answer.flv
Unit 2, Topic 9, More Graph Search.flv
02_1 Homework
Homework_1_Question_1_Peg_Solitaire-CxjV8H50xfU.mp4
Homework_1_Question_2_Loaded_Coin-ZmVLMZ5Fwcg.mp4
Homework_1_Question_3_Path_Through_Maze-dj6jEEU-jZc.mp4
Homework_1_Question_4_Search_Tree-qsxMRW2SOqI.mp4
Homework_1_Question_5_Another_Search_Tree-vWNEaVcK2gU.mp4
Homework_1_Question_6_Search_Network-IQhUlwJaBqc.mp4
Homework_1_Question_7_A_Search-V4h2H0jpGsg.mp4
02_2 Homework answers
Homework_1_Question_1_Peg_Solitaire_ANSWER-G6vHItPbSJE.mp4
Homework_1_Question_2_Loaded_Coin_ANSWER-4ax_zNfGjHw.mp4
Homework_1_Question_3_Path_Through_Maze_ANSWER-AjHGYu5w0H0.mp4
Homework_1_Question_4_Search_Tree_ANSWER-b5txXU1WI9o.mp4
Homework_1_Question_5_Another_Search_Tree_ANSWER-FktOtG1VThY.mp4
Homework_1_Question_6_Search_Network_ANSWER-ouxW92c16lE.mp4
Homework_1_Question_7_A_Search_ANSWER-E_cgCgNaJ9Q.mp4
03 Probability in AI
subtitles
Unit 3 1 Introduction.srt
Unit 3 10 Different Type of Bayes Network.srt
Unit 3 11 Explaining Away.srt
Unit 3 11a Answer.srt
Unit 3 11b Question.srt
Unit 3 11c Answer.srt
Unit 3 11d Question.srt
Unit 3 11e Answer.srt
Unit 3 11f Conclusion.srt
Unit 3 2 Probabilities.srt
Unit 3 2a Answer.srt
Unit 3 2b Question.srt
Unit 3 2c Answer.srt
Unit 3 2d Question.srt
Unit 3 2e Answer.srt
Unit 3 2f Question.srt
Unit 3 2g Answer.srt
Unit 3 2h Question.srt
Unit 3 2i Answer.srt
Unit 3 2j Summary.srt
Unit 3 3 Dependence.srt
Unit 3 3a Answer.srt
Unit 3 4 What We Learned.srt
Unit 3 5 Weather Quiz.srt
Unit 3 5a Answer.srt
Unit 3 5b Question.srt
Unit 3 5c Answer.srt
Unit 3 5d Question.srt
Unit 3 5e Answer.srt
Unit 3 6 Cancer Quiz.srt
Unit 3 6a Answer and Cancer Test.srt
Unit 3 6b Answer.srt
Unit 3 6c Answer.srt
Unit 3 6d Question.srt
Unit 3 6e Answer.srt
Unit 3 7 Bayes Rule.srt
Unit 3 7a Bayes Rule Graphically.srt
Unit 3 7b Answer.srt
Unit 3 8 More Complex Bayes Networks.srt
Unit 3 8a Two Test Cancer Example.srt
Unit 3 8b Answer.srt
Unit 3 8c Question.srt
Unit 3 8d Answer.srt
Unit 3 9 Conditional Independence.srt
Unit 3 9a Answer.srt
Unit 3 9b Question.srt
Unit 3 9c Answer.srt
Unit 3 9d Absolute vs Conditional Independence.srt
Unit 3 9e Answer.srt
Unit 3 1 Introduction.flv
Unit 3 10 Different Type of Bayes Network.flv
Unit 3 11 Explaining Away.flv
Unit 3 11a Answer.flv
Unit 3 11b Question.flv
Unit 3 11c Answer.flv
Unit 3 11d Question.flv
Unit 3 11e Answer.flv
Unit 3 11f Conclusion.flv
Unit 3 2 Probabilities.flv
Unit 3 2a Answer.flv
Unit 3 2b Question.flv
Unit 3 2c Answer.flv
Unit 3 2d Question.flv
Unit 3 2e Answer.flv
Unit 3 2f Question.flv
Unit 3 2g Answer.flv
Unit 3 2h Question.flv
Unit 3 2i Answer.flv
Unit 3 2j Summary.flv
Unit 3 3 Dependence.flv
Unit 3 3a Answer.flv
Unit 3 4 What We Learned.flv
Unit 3 5 Weather Quiz.flv
Unit 3 5a Answer.flv
Unit 3 5b Question.flv
Unit 3 5c Answer.flv
Unit 3 5d Question.flv
Unit 3 5e Answer.flv
Unit 3 6 Cancer Quiz.flv
Unit 3 6a Answer and Cancer Test.flv
Unit 3 6b Answer.flv
Unit 3 6c Answer.flv
Unit 3 6d Question.flv
Unit 3 6e Answer.flv
Unit 3 7 Bayes Rule.flv
Unit 3 7a Bayes Rule Graphically.flv
Unit 3 7b Answer.flv
Unit 3 8 More Complex Bayes Networks.flv
Unit 3 8a Two Test Cancer Example.flv
Unit 3 8b Answer.flv
Unit 3 8c Question.flv
Unit 3 8d Answer.flv
Unit 3 9 Conditional Independence.flv
Unit 3 9a Answer.flv
Unit 3 9b Question.flv
Unit 3 9c Answer.flv
Unit 3 9d Absolute vs Conditional Independence.flv
Unit 3 9e Answer.flv
04 Probabilistic Inference
subtitles
Unit 4, 1 Probabilistic Inference.srt
Unit 4, 10 Monty Hall Problem.srt
Unit 4, 10a Answer.srt
Unit 4, 10b Monty Hall Letter.srt
Unit 4, 1a Answer.srt
Unit 4, 2 Enumeration.srt
Unit 4, 2a Answer.srt
Unit 4, 3 Speeding up Enumeration.srt
Unit 4, 3a Answer.srt
Unit 4, 3b Second Question.srt
Unit 4, 3c Second Answer.srt
Unit 4, 3d Third Question.srt
Unit 4, 3e Third Answer.srt
Unit 4, 3f Fourth Question.srt
Unit 4, 3g Fourth Answer.srt
Unit 4, 3h Causal Direction.srt
Unit 4, 4 Variable Elimination.srt
Unit 4, 4a Answer.srt
Unit 4, 4b More Variable Elimination.srt
Unit 4, 4c Answer.srt
Unit 4, 4d Even More Variable Elimination.srt
Unit 4, 4e Answer.srt
Unit 4, 4f Summary.srt
Unit 4, 5 Approximate Inference Sampling.srt
Unit 4, 6 Sampling Example.srt
Unit 4, 6a Sampling Example.srt
Unit 4, 6b More Sampling.srt
Unit 4, 7 Rejection Sampling.srt
Unit 4, 8 Likelihood Weighting.srt
Unit 4, 8a Answer.srt
Unit 4, 8b Likelihood Weighting is Consistent.srt
Unit 4, 8c Likelihood Weighting Problems.srt
Unit 4, 9 Gibbs Sampling.srt
Unit 4, 1 Probabilistic Inference.flv
Unit 4, 10 Monty Hall Problem.flv
Unit 4, 10a Answer.flv
Unit 4, 10b Monty Hall Letter.flv
Unit 4, 1a Answer.flv
Unit 4, 2 Enumeration.flv
Unit 4, 2a Answer.flv
Unit 4, 3 Speeding up Enumeration.flv
Unit 4, 3a Answer.flv
Unit 4, 3b Second Question.flv
Unit 4, 3c Second Answer.flv
Unit 4, 3d Third Question.flv
Unit 4, 3e Third Answer.flv
Unit 4, 3f Fourth Question.flv
Unit 4, 3g Fourth Answer.flv
Unit 4, 3h Causal Direction.flv
Unit 4, 4 Variable Elimination.flv
Unit 4, 4a Answer.flv
Unit 4, 4b More Variable Elimination.flv
Unit 4, 4c Answer.flv
Unit 4, 4d Even More Variable Elimination.flv
Unit 4, 4e Answer.flv
Unit 4, 4f Summary.flv
Unit 4, 5 Approximate Inference Sampling.flv
Unit 4, 6 Sampling Example.flv
Unit 4, 6a Sampling Example.flv
Unit 4, 6b More Sampling.flv
Unit 4, 7 Rejection Sampling.flv
Unit 4, 8 Likelihood Weighting.flv
Unit 4, 8a Answer.flv
Unit 4, 8b Likelihood Weighting is Consistent.flv
Unit 4, 8c Likelihood Weighting Problems.flv
Unit 4, 9 Gibbs Sampling.flv
04_1 Homework
Homework_3_1_Introduction-8zwpDAXxCJk.flv
Homework_3_2a_Naive_Bayes_Laplacian_Smoothing-Lj9ku_w8JAE.flv
Homework_3_2a_Naive_Bayes_Laplacian_Smoothing_ANSWER-evtCdmjcZ4I.flv
Homework_3_2b_Naive_Bayes_Laplacian_Smoothing-VqJVQlsuGoA.flv
Homework_3_2b_Naive_Bayes_Laplacian_Smoothing_ANSWER-LRQKhmXpDLI.flv
Homework_3_2c_Maximum_Likelihood-9SDMNmgIhBE.flv
Homework_3_2c_Maximum_Likelihood_ANSWER-3lA9jrqw7_4.flv
Homework_3_3a_Linear_Regression-rIO9zynD__M.flv
Homework_3_3a_Linear_Regression_ANSWER-yTYQg1XiBEQ.flv
Homework_3_3b_Linear_Regression-5gIXtI82Olk.flv
Homework_3_3b_Linear_Regression_ANSWER-ynxLGEE_Bgo.flv
Homework_3_4_k_Nearest_Neighbors-MhDJ47KG_Oc.flv
Homework_3_4_k_Nearest_Neighbors_ANSWER-01qBi27m3Ss.flv
Homework_3_5_k_Nearest_Neighbors-SAG4-uC9BnE.flv
Homework_3_5_k_Nearest_Neighbors_ANSWER-IjzpuYn7Szc.flv
Homework_3_6_Perceptron--fpVTLGoxZ4.flv
Homework_3_6_Perceptron_ANSWER-P88qJlIRnwI.flv
Homework_3_7_Congratulations-VBw64HT6FlU.flv
05 Machine Learning
subtitles
Unit 5 1 Introduction.srt
Unit 5 10 Question.srt
Unit 5 11 Answer.srt
Unit 5 12 Maximum Likelihood.srt
Unit 5 13 Answer.srt
Unit 5 14 Relationship to Bayes Networks.srt
Unit 5 15 Answer.srt
Unit 5 16 Question.srt
Unit 5 17 Answer.srt
Unit 5 18 Question.srt
Unit 5 19 Answer.srt
Unit 5 2 What is Machine Learning.srt
Unit 5 20 Question.srt
Unit 5 21 Answer and Laplace Smoothing.srt
Unit 5 22 Answer.srt
Unit 5 23 Question.srt
Unit 5 24 Answer.srt
Unit 5 25 Question.srt
Unit 5 26 Answer.srt
Unit 5 27 Summary Naive Bayes.srt
Unit 5 28 Advanced SPAM Filtering.srt
Unit 5 29 Digit Recognition.srt
Unit 5 3 Answer.srt
Unit 5 30 Overfitting Prevention.srt
Unit 5 31 Classification vs Regression.srt
Unit 5 32 Answer.srt
Unit 5 33 Linear Regression.srt
Unit 5 34 Answer.srt
Unit 5 35 More Linear Regression.srt
Unit 5 36 Quadratic Loss.srt
Unit 5 37 Answer.srt
Unit 5 38 Problems with Linear Regression.srt
Unit 5 39 Answer.srt
Unit 5 4 Stanley DARPA Grand Challenge.srt
Unit 5 40 Linear Regression and Complexity Control.srt
Unit 5 41 Minimizing Complicated Loss Functions.srt
Unit 5 42 Answer.srt
Unit 5 43 Question.srt
Unit 5 44 Answer.srt
Unit 5 45 Question.srt
Unit 5 46 Answer.srt
Unit 5 47 Gradient Descent Implementation.srt
Unit 5 48 Perceptron.srt
Unit 5 49 Answer and SVMs.srt
Unit 5 5 Taxonomy.srt
Unit 5 50 k Nearest Neighbors.srt
Unit 5 51 kNN Definition.srt
Unit 5 52 Answer.srt
Unit 5 53 k as Smoothing Parameter.srt
Unit 5 54 Problems with kNN.srt
Unit 5 55 Congratulations.srt
Unit 5 6 Supervised Learning.srt
Unit 5 7 Occam's Razor.srt
Unit 5 8 SPAM Detection.srt
Unit 5 9 Answer.srt
Unit 5 1 Introduction.flv
Unit 5 10 Question.flv
Unit 5 11 Answer.flv
Unit 5 12 Maximum Likelihood.flv
Unit 5 13 Answer.flv
Unit 5 14 Relationship to Bayes Networks.flv
Unit 5 15 Answer.flv
Unit 5 16 Question.flv
Unit 5 17 Answer.flv
Unit 5 18 Question.flv
Unit 5 19 Answer.flv
Unit 5 2 What is Machine Learning.flv
Unit 5 20 Question.flv
Unit 5 21 Answer and Laplace Smoothing.flv
Unit 5 22 Answer.flv
Unit 5 23 Question.flv
Unit 5 24 Answer.flv
Unit 5 25 Question.flv
Unit 5 26 Answer.flv
Unit 5 27 Summary Naive Bayes.flv
Unit 5 28 Advanced SPAM Filtering.flv
Unit 5 29 Digit Recognition.flv
Unit 5 3 Answer.flv
Unit 5 30 Overfitting Prevention.flv
Unit 5 31 Classification vs Regression.flv
Unit 5 32 Answer.flv
Unit 5 33 Linear Regression.flv
Unit 5 34 Answer.flv
Unit 5 35 More Linear Regression.flv
Unit 5 36 Quadratic Loss.flv
Unit 5 37 Answer.flv
Unit 5 38 Problems with Linear Regression.flv
Unit 5 39 Answer.flv
Unit 5 4 Stanley DARPA Grand Challenge.flv
Unit 5 40 Linear Regression and Complexity Control.flv
Unit 5 41 Minimizing Complicated Loss Functions.flv
Unit 5 42 Answer.flv
Unit 5 43 Question.flv
Unit 5 44 Answer.flv
Unit 5 45 Question.flv
Unit 5 46 Answer.flv
Unit 5 47 Gradient Descent Implementation.flv
Unit 5 48 Perceptron.flv
Unit 5 49 Answer and SVMs.flv
Unit 5 5 Taxonomy.flv
Unit 5 50 k Nearest Neighbors.flv
Unit 5 51 kNN Definition.flv
Unit 5 52 Answer.flv
Unit 5 53 k as Smoothing Parameter.flv
Unit 5 54 Problems with kNN.flv
Unit 5 55 Congratulations.flv
Unit 5 6 Supervised Learning.flv
Unit 5 7 Occam's Razor.flv
Unit 5 8 SPAM Detection.flv
Unit 5 9 Answer.flv
06 Unsupervised Learning
subtitles
Unit 6 1 Unsupervised Learning.srt
Unit 6 1a Answer.srt
Unit 6 1b Question.srt
Unit 6 2 Terminology.srt
Unit 6 3 Google Street View and Clustering.srt
Unit 6 4 k-Means Clustering Example.srt
Unit 6 4a k-Means Algorithm.srt
Unit 6 4b Answer.srt
Unit 6 4c Question.srt
Unit 6 4d Answer.srt
Unit 6 4e Question.srt
Unit 6 4f Answer.srt
Unit 6 5 Expectation Maximization.srt
Unit 6 5a Gaussian Learning.srt
Unit 6 5b Maximum Likelihood.srt
Unit 6 5c Answer.srt
Unit 6 5d Question.srt
Unit 6 5e Answer.srt
Unit 6 5f Question.srt
Unit 6 5g Answer.srt
Unit 6 5h Gaussian Summary.srt
Unit 6 5i EM as Generalization of k-Means.srt
Unit 6 5j EM Algorithm.srt
Unit 6 5k Answer.srt
Unit 6 5l Question.srt
Unit 6 5m Answer.srt
Unit 6 5n Question.srt
Unit 6 5o Answer.srt
Unit 6 5p Choosing k.srt
Unit 6 5q Clustering Summary.srt
Unit 6 6 Dimensionality Reduction.srt
Unit 6 6a Answer.srt
Unit 6 6b Question.srt
Unit 6 6c Answer.srt
Unit 6 6d Linear Dimensionality Reduction.srt
Unit 6 6e Face Example.srt
Unit 6 6f Scan Example.srt
Unit 6 6g Piece-Wise Linear Projection.srt
Unit 6 7 Spectral Clustering.srt
Unit 6 7a Answer.srt
Unit 6 7b Spectral Clustering Algorithm.srt
Unit 6 7c Answer.srt
Unit 6 7d Question.srt
Unit 6 7e Answer.srt
Unit 6 8 Supervised vs Unsupervised Learning.srt
Unit 6 1 Unsupervised Learning.flv
Unit 6 1a Answer.flv
Unit 6 1b Question.flv
Unit 6 1c Answer.flv
Unit 6 2 Terminology.flv
Unit 6 3 Google Street View and Clustering.flv
Unit 6 4 k-Means Clustering Example.flv
Unit 6 4a k-Means Algorithm.flv
Unit 6 4b Answer.flv
Unit 6 4c Question.flv
Unit 6 4d Answer.flv
Unit 6 4e Question.flv
Unit 6 4f Answer.flv
Unit 6 5 Expectation Maximization.flv
Unit 6 5a Gaussian Learning.flv
Unit 6 5b Maximum Likelihood.flv
Unit 6 5c Answer.flv
Unit 6 5d Question.flv
Unit 6 5e Answer.flv
Unit 6 5f Question.flv
Unit 6 5g Answer.flv
Unit 6 5h Gaussian Summary.flv
Unit 6 5i EM as Generalization of k-Means.flv
Unit 6 5j EM Algorithm.flv
Unit 6 5k Answer.flv
Unit 6 5l Question.flv
Unit 6 5m Answer.flv
Unit 6 5n Question.flv
Unit 6 5o Answer.flv
Unit 6 5p Choosing k.flv
Unit 6 5q Clustering Summary.flv
Unit 6 6 Dimensionality Reduction.flv
Unit 6 6a Answer.flv
Unit 6 6b Question.flv
Unit 6 6c Answer.flv
Unit 6 6d Linear Dimensionality Reduction.flv
Unit 6 6e Face Example.flv
Unit 6 6f Scan Example.flv
Unit 6 6g Piece-Wise Linear Projection.flv
Unit 6 7 Spectral Clustering.flv
Unit 6 7a Answer.flv
Unit 6 7b Spectral Clustering Algorithm.flv
Unit 6 7c Answer.flv
Unit 6 7d Question.flv
Unit 6 7e Answer.flv
Unit 6 8 Supervised vs Unsupervised Learning.flv
06_1 Homework
Homework_2_2_Question_1-_fJTJNK9ejY.mp4
Homework_2_3_Question_2-f6mq9rTj-Po.mp4
Homework_2_4_Question_3-P6WEObhmL_o.mp4
Homework_2_5_Question_4-pP7U6KIO9yE.mp4
Homework_2_6_Question_5-LMKW60DmJtc.mp4
Homework_2_7_Question_6-8npZMwT0Sac.mp4
07 Representation with Logic
subtitles
Unit 7 1 Introduction.srt
Unit 7 2 Propositional Logic.srt
Unit 7 2a Truth Tables.srt
Unit 7 2b Answer.srt
Unit 7 2c Question.srt
Unit 7 2d Answer.srt
Unit 7 2e Question.srt
Unit 7 2f Answer.srt
Unit 7 2g Terminology.srt
Unit 7 2h Answer.srt
Unit 7 2i Propositional Logic Limitations.srt
Unit 7 3 First Order Logic.srt
Unit 7 3a Models.srt
Unit 7 3b Syntax.srt
Unit 7 3c Vacuum World.srt
Unit 7 3d Question.srt
Unit 7 3e Answer.srt
Unit 7 3f Question.srt
Unit 7 3g Answer.srt
Unit 7 1 Introduction.flv
Unit 7 2 Propositional Logic.flv
Unit 7 2a Truth Tables.flv
Unit 7 2b Answer.flv
Unit 7 2c Question.flv
Unit 7 2d Answer.flv
Unit 7 2e Question.flv
Unit 7 2f Answer.flv
Unit 7 2g Terminology.flv
Unit 7 2h Answer.flv
Unit 7 2i Propositional Logic Limitations.flv
Unit 7 3 First Order Logic.flv
Unit 7 3a Models.flv
Unit 7 3b Syntax.flv
Unit 7 3c Vacuum World.flv
Unit 7 3d Question.flv
Unit 7 3e Answer.flv
Unit 7 3f Question.flv
Unit 7 3g Answer.flv
08 Planning
subtitles
Unit 8 1 Introduction.srt
Unit 8 10 Infinite Sequences.srt
Unit 8 11 Finding a Successful Plan-.srt
Unit 8 12 Finding a Successful Plan Question.srt
Unit 8 13 Finding a Successful Plan Answer.srt
Unit 8 14 Problem Solving via Mathematical Notation.srt
Unit 8 15 Tracking the Predict Update Cycle.srt
Unit 8 16 Classical Planning 1.srt
Unit 8 17 Classical Planning 2.srt
Unit 8 18 Progression Search.srt
Unit 8 19 Regression Search.srt
Unit 8 2 Problem Solving vs Planning.srt
Unit 8 20 Regression vs Progression.srt
Unit 8 21 Plan Space Search.srt
Unit 8 22 Sliding Puzzle Example.srt
Unit 8 23 Situation Calculus 1.srt
Unit 8 24 Situation Calculus 2.srt
Unit 8 25 Situation Calculus 3.srt
Unit 8 3 Planning vs Execution.srt
Unit 8 4 Vacuum Cleaner Example.srt
Unit 8 5 Sensorless Vacumm Cleaner Problem-.srt
Unit 8 6 Sensorless Vacuum Cleaner Answer.srt
Unit 8 7 Partially Observable Vacuum Cleaner Example.srt
Unit 8 8 Stocastic Environment Problem.srt
Unit 8 9 Stochastic Environment Answer.srt
Unit 8 1 Introduction.flv
Unit 8 10 Infinite Sequences.flv
Unit 8 11 Finding a Successful Plan-.flv
Unit 8 12 Finding a Successful Plan Question.flv
Unit 8 13 Finding a Successful Plan Answer.flv
Unit 8 14 Problem Solving via Mathematical Notation.flv
Unit 8 15 Tracking the Predict Update Cycle.flv
Unit 8 16 Classical Planning 1.flv
Unit 8 17 Classical Planning 2.flv
Unit 8 18 Progression Search.flv
Unit 8 19 Regression Search.flv
Unit 8 2 Problem Solving vs Planning.flv
Unit 8 20 Regression vs Progression.flv
Unit 8 21 Plan Space Search.flv
Unit 8 22 Sliding Puzzle Example.flv
Unit 8 23 Situation Calculus 1.flv
Unit 8 24 Situation Calculus 2.flv
Unit 8 25 Situation Calculus 3.flv
Unit 8 3 Planning vs Execution.flv
Unit 8 4 Vacuum Cleaner Example.flv
Unit 8 5 Sensorless Vacumm Cleaner Problem-.flv
Unit 8 6 Sensorless Vacuum Cleaner Answer.flv
Unit 8 7 Partially Observable Vacuum Cleaner Example.flv
Unit 8 8 Stocastic Environment Problem.flv
Unit 8 9 Stochastic Environment Answer.flv
08_1 Homework
Homework_4_1_Logic-WP_97aspqrc.flv
Homework_4_2_More_Logic-P_eu1YFp9Z8.flv
Homework_4_3_Vacuum_World-wsfXrIhDhJ0.flv
Homework_4_4a_More_Vacuum_World-2H4NJg8Iiaw.flv
Homework_4_4b_More_Vacuum_World-i5XMOLw6CGE.flv
Homework_4_4c_More_Vacuum_World-x93ewPQhIQc.flv
Homework_4_4d_More_Vacuum_World-RW-l7JWDtYQ.flv
Homework_4_5_Monkey_and_Bananas-rCGAgc9smZg.flv
Homework_4_6_Situation_Calculus-eeDwEYxWCTA.flv
09 Planning under Uncertainty
subtitles
Unit 9 01 Introduction.srt
Unit 9 02 Planning Under Uncertainty MDP.srt
Unit 9 03 Robot Tour Guide Examples.srt
Unit 9 04 MDP Grid World.srt
Unit 9 05 Problems with Conventional Planning 1.srt
Unit 9 06 Branching Factor Question.srt
Unit 9 07 Branching Factor Answer.srt
Unit 9 08 Problems with Conventional Planning 2.srt
Unit 9 09 Policy Question 1.srt
Unit 9 10 Policy Answer 1.srt
Unit 9 11 Policy Question 2.srt
Unit 9 12 Policy Answer 2.srt
Unit 9 13 Policy Question 3.srt
Unit 9 14 Policy Answer 3 Question 4.srt
Unit 9 15 Policy Answer 4.srt
Unit 9 16 MDP and Costs.srt
Unit 9 17 Value Iteration 1.srt
Unit 9 18 Value Iteration 2.srt
Unit 9 19 Value Iteration 3.srt
Unit 9 20 Deterministic Question 1.srt
Unit 9 21 Deterministic Answer 1.srt
Unit 9 22 Deterministic Question 2.srt
Unit 9 23 Deterministic Answer 2.srt
Unit 9 24 Deterministic Question 3.srt
Unit 9 25 Deterministic Answer 3.srt
Unit 9 26 Stochastic Question 1.srt
Unit 9 27 Stochastic Answer 1.srt
Unit 9 28 Stochastic Question 2.srt
Unit 9 29 Stochastic Answer 2.srt
Unit 9 30 Value Iterations and Policy 1.srt
Unit 9 31 Value Iterations and Policy 2.srt
Unit 9 32 MDP Conclusion.srt
Unit 9 33 Partial Observability Introduction.srt
Unit 9 34 POMDP vs MDP.srt
Unit 9 35 POMDP.srt
Unit 9 36 Planning Under Uncertainty Conclusion.srt
Unit 9 01 Introduction.flv
Unit 9 02 Planning Under Uncertainty MDP.flv
Unit 9 03 Robot Tour Guide Examples.flv
Unit 9 04 MDP Grid World.flv
Unit 9 05 Problems with Conventional Planning 1.flv
Unit 9 06 Branching Factor Question.flv
Unit 9 07 Branching Factor Answer.flv
Unit 9 08 Problems with Conventional Planning 2.flv
Unit 9 09 Policy Question 1.flv
Unit 9 10 Policy Answer 1.flv
Unit 9 11 Policy Question 2.flv
Unit 9 12 Policy Answer 2.flv
Unit 9 13 Policy Question 3.flv
Unit 9 14 Policy Answer 3 Question 4.flv
Unit 9 15 Policy Answer 4.flv
Unit 9 16 MDP and Costs.flv
Unit 9 17 Value Iteration 1.flv
Unit 9 18 Value Iteration 2.flv
Unit 9 19 Value Iteration 3.flv
Unit 9 20 Deterministic Question 1.flv
Unit 9 21 Deterministic Answer 1.flv
Unit 9 22 Deterministic Question 2.flv
Unit 9 23 Deterministic Answer 2.flv
Unit 9 24 Deterministic Question 3.flv
Unit 9 25 Deterministic Answer 3.flv
Unit 9 26 Stochastic Question 1.flv
Unit 9 27 Stochastic Answer 1.flv
Unit 9 28 Stochastic Question 2.flv
Unit 9 29 Stochastic Answer 2.flv
Unit 9 30 Value Iterations and Policy 1.flv
Unit 9 31 Value Iterations and Policy 2.flv
Unit 9 32 MDP Conclusion.flv
Unit 9 33 Partial Observability Introduction.flv
Unit 9 34 POMDP vs MDP.flv
Unit 9 35 POMDP.flv
Unit 9 36 Planning Under Uncertainty Conclusion.flv
10 Reinforcement Learning
subtitles
Unit 10 01 Introduction.mp4.srt
Unit 10 03 Forms of Learning.mp4.srt
Unit 10 04 Forms of Learning Question.mp4.srt
Unit 10 05 Forms of Learning Answer.mp4.srt
Unit 10 06 MDP Review.mp4.srt
Unit 10 07 Solving a MDP.mp4.srt
Unit 10 08 Agents of Reinforcement Learning.mp4.srt
Unit 10 09 Passive vs Active.mp4.srt
Unit 10 10 Passive Temporal Difference Learning.mp4.srt
Unit 10 11 Passive Agent Results.mp4.srt
Unit 10 12 Weaknesses Question.mp4.srt
Unit 10 13 Weaknesses Answers.mp4.srt
Unit 10 14 Active Reinforcement Learning.mp4.srt
Unit 10 15 Greedy Agent Results.mp4.srt
Unit 10 16 Balancing Policy.mp4.srt
Unit 10 17 Errors in Utility Questions.mp4.srt
Unit 10 18 Errors in Utility Answers.mp4.srt
Unit 10 19 Exploration Agents.mp4.srt
Unit 10 2 Successes.mp4.srt
Unit 10 20 Exploration Agent Results.mp4.srt
Unit 10 21 Q Learning 1.mp4.srt
Unit 10 22 Q Learning 2.mp4.srt
Unit 10 23 Pacman 1.mp4.srt
Unit 10 24 Pacman 2.mp4.srt
Unit 10 25 Conclusion.mp4.srt
Unit 10 01 Introduction.mp4.flv
Unit 10 03 Forms of Learning.mp4.flv
Unit 10 04 Forms of Learning Question.mp4.flv
Unit 10 05 Forms of Learning Answer.mp4.flv
Unit 10 06 MDP Review.mp4.flv
Unit 10 07 Solving a MDP.mp4.flv
Unit 10 08 Agents of Reinforcement Learning.mp4.flv
Unit 10 09 Passive vs Active.mp4.flv
Unit 10 10 Passive Temporal Difference Learning.mp4.flv
Unit 10 11 Passive Agent Results.mp4.flv
Unit 10 12 Weaknesses Question.mp4.flv
Unit 10 13 Weaknesses Answers.mp4.flv
Unit 10 14 Active Reinforcement Learning.mp4.flv
Unit 10 15 Greedy Agent Results.mp4.flv
Unit 10 16 Balancing Policy.mp4.flv
Unit 10 17 Errors in Utility Questions.mp4.flv
Unit 10 18 Errors in Utility Answers.mp4.flv
Unit 10 19 Exploration Agents.mp4.flv
Unit 10 2 Successes.mp4.flv
Unit 10 20 Exploration Agent Results.mp4.flv
Unit 10 21 Q Learning 1.mp4.flv
Unit 10 22 Q Learning 2.mp4.flv
Unit 10 23 Pacman 1.mp4.flv
Unit 10 24 Pacman 2.mp4.flv
Unit 10 25 Conclusion.mp4.flv
10_1 Homework
Homework_5_1_Q_Learning_mp4-Ybifm6j2SP4.flv
Homework_5_2_Function_Generalization_mp4-tpH7hp_pLqk.flv
Homework_5_3_Passive_RL_Agent_mp4-212NkM6UCBc.flv
11 HMMs and Filters
subtitles
Unit 11 01.mp4 Introduction.mp4.srt
Unit 11 02.mp4 Hidden Markov Models.mp4.srt
Unit 11 03.mp4 Bayes Network of HMMs.mp4.srt
Unit 11 04.mp4 Localization Problem Examples.mp4.srt
Unit 11 05.mp4 Markov Chain Question 1.mp4.srt
Unit 11 06.mp4 Markov Chain Answer 1.mp4.srt
Unit 11 07.mp4 Markov Chain Question 2.mp4.srt
Unit 11 08.mp4 Markov Chain Answer 2.mp4.srt
Unit 11 09.mp4 Stationary Distribution.mp4.srt
Unit 11 10.mp4 Stationary Distribution Question-.mp4.srt
Unit 11 11.mp4 Stationary Distribution Answer.mp4.srt
Unit 11 12.mp4 Finding Transition Probabilities.mp4.srt
Unit 11 13.mp4 Transition Probabilities Question.mp4.srt
Unit 11 14.mp4 Transition Probabilities Answer.mp4.srt
Unit 11 15.mp4 Laplacian Smoothing Question.mp4.srt
Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.srt
Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.srt
Unit 11 18.mp4 Happy Grumpy Question.mp4.srt
Unit 11 19.mp4 Happy Grumpy Answer.mp4.srt
Unit 11 20.mp4 Wow You Understand.mp4.srt
Unit 11 21.mp4 HMMs and Robot Localization.mp4.srt
Unit 11 22.mp4 HMM Equations.mp4.srt
Unit 11 23 HMM Localization Example.mp4.srt
Unit 11 24.mp4 Particle Filters.mp4.srt
Unit 11 25.mp4 Localization and Particle Filters.mp4.srt
Unit 11 26.mp4 Particle Filter Algorithm.mp4.srt
Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.srt
Unit 11 28.mp4 Conclusion.mp4.srt
Unit 11 01.mp4 Introduction.mp4.flv
Unit 11 02.mp4 Hidden Markov Models.mp4.flv
Unit 11 03.mp4 Bayes Network of HMMs.mp4.flv
Unit 11 04.mp4 Localization Problem Examples.mp4.flv
Unit 11 05.mp4 Markov Chain Question 1.mp4.flv
Unit 11 06.mp4 Markov Chain Answer 1.mp4.flv
Unit 11 07.mp4 Markov Chain Question 2.mp4.flv
Unit 11 08.mp4 Markov Chain Answer 2.mp4.flv
Unit 11 09.mp4 Stationary Distribution.mp4.flv
Unit 11 10.mp4 Stationary Distribution Question-.mp4.flv
Unit 11 11.mp4 Stationary Distribution Answer.mp4.flv
Unit 11 12.mp4 Finding Transition Probabilities.mp4.flv
Unit 11 13.mp4 Transition Probabilities Question.mp4.flv
Unit 11 14.mp4 Transition Probabilities Answer.mp4.flv
Unit 11 15.mp4 Laplacian Smoothing Question.mp4.flv
Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.flv
Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.flv
Unit 11 18.mp4 Happy Grumpy Question.mp4.flv
Unit 11 19.mp4 Happy Grumpy Answer.mp4.flv
Unit 11 20.mp4 Wow You Understand.mp4.flv
Unit 11 21.mp4 HMMs and Robot Localization.mp4.flv
Unit 11 22.mp4 HMM Equations.mp4.flv
Unit 11 23 HMM Localization Example.mp4.flv
Unit 11 24.mp4 Particle Filters.mp4.flv
Unit 11 25.mp4 Localization and Particle Filters.mp4.flv
Unit 11 26.mp4 Particle Filter Algorithm.mp4.flv
Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.flv
Unit 11 28.mp4 Conclusion.mp4.flv
12 MDP Review
mdpreview 1 01 Deterministic Question.mp4.flv
mdpreview 1 02 Deterministic Answer.mp4.flv
mdpreview 1 03 Single Backup Question.mp4.flv
mdpreview 1 04 Single Backup Answer.mp4.flv
mdpreview 1 05 Convergence Question.mp4.flv
mdpreview 1 07 Optimal Policy Question.mp4.flv
mdpreview 1 08 Optimal Policy Answer.mp4.flv
mdpreview 6 06 Convergence Answer.mp4.flv
subtitles
mdpreview 1 01 Deterministic Question.mp4.srt
mdpreview 1 02 Deterministic Answer.mp4.srt
mdpreview 1 03 Single Backup Question.mp4.srt
mdpreview 1 04 Single Backup Answer.mp4.srt
mdpreview 1 05 Convergence Question.mp4.srt
mdpreview 1 07 Optimal Policy Question.mp4.srt
mdpreview 1 08 Optimal Policy Answer.mp4.srt
mdpreview 6 06 Convergence Answer.mp4.srt
Unit 10 07 Solving a MDP.mp4.srt
Unit 10 08 Agents of Reinforcement Learning.mp4.srt
Unit 10 09 Passive vs Active.mp4.srt
Unit 10 10 Passive Temporal Difference Learning.mp4.srt
Unit 10 11 Passive Agent Results.mp4.srt
Unit 10 12 Weaknesses Question.mp4.srt
Unit 10 13 Weaknesses Answers.mp4.srt
Unit 10 14 Active Reinforcement Learning.mp4.srt
Unit 10 15 Greedy Agent Results.mp4.srt
Unit 10 16 Balancing Policy.mp4.srt
Unit 10 17 Errors in Utility Questions.mp4.srt
Unit 10 18 Errors in Utility Answers.mp4.srt
Unit 10 19 Exploration Agents.mp4.srt
Unit 10 20 Exploration Agent Results.mp4.srt
Unit 10 21 Q Learning 1.mp4.srt
Unit 10 22 Q Learning 2.mp4.srt
Unit 10 23 Pacman 1.mp4.srt
Unit 10 24 Pacman 2.mp4.srt
Unit 10 25 Conclusion.mp4.srt
Unit 10 07 Solving a MDP.mp4.flv
Unit 10 08 Agents of Reinforcement Learning.mp4.flv
Unit 10 09 Passive vs Active.mp4.flv
Unit 10 10 Passive Temporal Difference Learning.mp4.flv
Unit 10 11 Passive Agent Results.mp4.flv
Unit 10 12 Weaknesses Question.mp4.flv
Unit 10 13 Weaknesses Answers.mp4.flv
Unit 10 14 Active Reinforcement Learning.mp4.flv
Unit 10 15 Greedy Agent Results.mp4.flv
Unit 10 16 Balancing Policy.mp4.flv
Unit 10 17 Errors in Utility Questions.mp4.flv
Unit 10 18 Errors in Utility Answers.mp4.flv
Unit 10 19 Exploration Agents.mp4.flv
Unit 10 20 Exploration Agent Results.mp4.flv
Unit 10 21 Q Learning 1.mp4.flv
Unit 10 22 Q Learning 2.mp4.flv
Unit 10 23 Pacman 1.mp4.flv
Unit 10 24 Pacman 2.mp4.flv
Unit 10 25 Conclusion.mp4.flv
12_1 Midterm questions
Midterm_1_Question_01_mp4-n5L615D9HSw.flv
Midterm_1_Question_02_mp4-cGeI1EN9GlE.flv
Midterm_1_Question_03_mp4-oedKzzOfyuc.flv
Midterm_1_Question_04_mp4-Ktc8cdjc6VI.flv
Midterm_1_Question_05_mp4-TU2Oy4wmqXE.flv
Midterm_1_Question_06_mp4-v_qni8a_X7s.flv
Midterm_1_Question_07_mp4-tN0pUARoKn4.flv
Midterm_1_Question_08_mp4-wJ_6Ui5ElB4.flv
Midterm_1_Question_09_mp4-0nB4nvEYcFY.flv
Midterm_1_Question_10_mp4-KumU1dlAlsU.flv
Midterm_1_Question_11_mp4-nLFXKsiODAE.flv
Midterm_1_Question_12_mp4-p5a8HJhVpl0.flv
Midterm_1_Question_13_mp4-mJOOFG8K0t8.flv
Midterm_1_Question_14_mp4-Kc88fJ3qrmc.flv
Midterm_1_Question_15_mp4-AmfqCR-VCTo.flv
13 Games
subtitles
Unit 13 01 Introduction.mp4.srt
Unit 13 02 Technologies Question.mp4.srt
Unit 13 03 Technologies Answer.mp4.srt
Unit 13 04 Games Question.mp4.srt
Unit 13 05 Games Answer.mp4.srt
Unit 13 06 Single Player Game.mp4.srt
Unit 13 07 Two Player Game.mp4.srt
Unit 13 08 Two Player Function.mp4.srt
Unit 13 09 Time Complexity Question.mp4.srt
Unit 13 10 Time Complexity Answer.mp4.srt
Unit 13 11 Space Complexity Question.mp4.srt
Unit 13 12 Space Complexity Answer.mp4.srt
Unit 13 13 Chess Question.mp4.srt
Unit 13 14 Chess Answer.mp4.srt
Unit 13 15 Complexity Reduction Question.mp4.srt
Unit 13 16 Complexity Reduction Answer.mp4.srt
Unit 13 17 Review Question.mp4.srt
Unit 13 18 Review Answer.mp4.srt
Unit 13 19 Reduce B.mp4.srt
Unit 13 20 Reduce B Question.mp4.srt
Unit 13 21 Reduce B Answer.mp4.srt
Unit 13 22 Reduce M.mp4.srt
Unit 13 23 Computing State Values.mp4.srt
Unit 13 24 Complexity Reduction Benefits.mp4.srt
Unit 13 25 Pacman Question.mp4.srt
Unit 13 26 Pacman Answer.mp4.srt
Unit 13 27 Chance.mp4.srt
Unit 13 28 Chance Question.mp4.srt
Unit 13 29 Chance Answer.mp4.srt
Unit 13 30 Terminal State Question.mp4.srt
Unit 13 32 Game Tree Question 1.mp4.srt
Unit 13 33 Game Tree Answer 1.mp4.srt
Unit 13 34 Game Tree Question 2.mp4.srt
Unit 13 35 Game Tree Answer 2.mp4.srt
Unit 13 36 Conclusion.mp4.srt
Unit 13 01 Introduction.mp4.flv
Unit 13 02 Technologies Question.mp4.flv
Unit 13 03 Technologies Answer.mp4.flv
Unit 13 04 Games Question.mp4.flv
Unit 13 05 Games Answer.mp4.flv
Unit 13 06 Single Player Game.mp4.flv
Unit 13 07 Two Player Game.mp4.flv
Unit 13 08 Two Player Function.mp4.flv
Unit 13 09 Time Complexity Question.mp4.flv
Unit 13 10 Time Complexity Answer.mp4.flv
Unit 13 11 Space Complexity Question.mp4.flv
Unit 13 12 Space Complexity Answer.mp4.flv
Unit 13 13 Chess Question.mp4.flv
Unit 13 14 Chess Answer.mp4.flv
Unit 13 15 Complexity Reduction Question.mp4.flv
Unit 13 16 Complexity Reduction Answer.mp4.flv
Unit 13 17 Review Question.mp4.flv
Unit 13 18 Review Answer.mp4.flv
Unit 13 19 Reduce B.mp4.flv
Unit 13 20 Reduce B Question.mp4.flv
Unit 13 21 Reduce B Answer.mp4.flv
Unit 13 22 Reduce M.mp4.flv
Unit 13 23 Computing State Values.mp4.flv
Unit 13 24 Complexity Reduction Benefits.mp4.flv
Unit 13 25 Pacman Question.mp4.flv
Unit 13 26 Pacman Answer.mp4.flv
Unit 13 27 Chance.mp4.flv
Unit 13 28 Chance Question.mp4.flv
Unit 13 29 Chance Answer.mp4.flv
Unit 13 30 Terminal State Question.mp4.flv
Unit 13 31 Terminal State Answer.mp4.flv
Unit 13 32 Game Tree Question 1.mp4.flv
Unit 13 33 Game Tree Answer 1.mp4.flv
Unit 13 34 Game Tree Question 2.mp4.flv
Unit 13 35 Game Tree Answer 2.mp4.flv
Unit 13 36 Conclusion.mp4.flv
14 Game Theory
subtitles
Unit 14 01 Introduction.mp4.srt
Unit 14 02 Dominant Strategy Question.mp4.srt
Unit 14 03 Dominant Strategy Answer.mp4.srt
Unit 14 04 Pareto Optimal Question.mp4.srt
Unit 14 05 Pareto Optimal Answer.mp4.srt
Unit 14 06 Equilibrium Question.mp4.srt
Unit 14 07 Equilibrium Answer.mp4.srt
Unit 14 08 Game Console Question 1.mp4.srt
Unit 14 09 Game Console Answer 1.mp4.srt
Unit 14 10 Game Console Question 2.mp4.srt
Unit 14 11 Game Console Answer 2.mp4.srt
Unit 14 12 2 Finger Morra.mp4.srt
Unit 14 13 Tree Question.mp4.srt
Unit 14 14 Tree Answer.mp4.srt
Unit 14 15 Mixed Strategy.mp4.srt
Unit 14 16 Solving the Game.mp4.srt
Unit 14 17 Mixed Strategy Issues.mp4.srt
Unit 14 18 2x2 Game Question 1.mp4.srt
Unit 14 19 2x2 Game Answer 1.mp4.srt
Unit 14 20 2x2 Game Question 2.mp4.srt
Unit 14 21 2x2 Game Answer 2.mp4.srt
Unit 14 22 Geometric Interpretation.mp4.srt
Unit 14 23 Poker.mp4.srt
Unit 14 24 Game Theory Strategies.mp4.srt
Unit 14 25 Fed vs Politicians Question.mp4.srt
Unit 14 26 Fed Vs Politicians Answer.mp4.srt
Unit 14 27 Mechanism Design.mp4.srt
Unit 14 28 Auction Question.mp4.srt
Unit 14 29 Auction Answer.mp4.srt
Unit 14 01 Introduction.mp4.flv
Unit 14 02 Dominant Strategy Question.mp4.flv
Unit 14 03 Dominant Strategy Answer.mp4.flv
Unit 14 04 Pareto Optimal Question.mp4.flv
Unit 14 05 Pareto Optimal Answer.mp4.flv
Unit 14 06 Equilibrium Question.mp4.flv
Unit 14 07 Equilibrium Answer.mp4.flv
Unit 14 08 Game Console Question 1.mp4.flv
Unit 14 09 Game Console Answer 1.mp4.flv
Unit 14 10 Game Console Question 2.mp4.flv
Unit 14 11 Game Console Answer 2.mp4.flv
Unit 14 12 2 Finger Morra.mp4.flv
Unit 14 13 Tree Question.mp4.flv
Unit 14 14 Tree Answer.mp4.flv
Unit 14 15 Mixed Strategy.mp4.flv
Unit 14 16 Solving the Game.mp4.flv
Unit 14 17 Mixed Strategy Issues.mp4.flv
Unit 14 18 2x2 Game Question 1.mp4.flv
Unit 14 19 2x2 Game Answer 1.mp4.flv
Unit 14 20 2x2 Game Question 2.mp4.flv
Unit 14 21 2x2 Game Answer 2.mp4.flv
Unit 14 22 Geometric Interpretation.mp4.flv
Unit 14 23 Poker.mp4.flv
Unit 14 24 Game Theory Strategies.mp4.flv
Unit 14 25 Fed vs Politicians Question.mp4.flv
Unit 14 26 Fed Vs Politicians Answer.mp4.flv
Unit 14 27 Mechanism Design.mp4.flv
Unit 14 28 Auction Question.mp4.flv
Unit 14 29 Auction Answer.mp4.flv
15 Advanced Planning
subtitles
Unit 15 01 Introduction.mp4.srt
Unit 15 02 Scheduling.mp4.srt
Unit 15 03 Schedule Question.mp4.srt
Unit 15 04 Schedule Answer.mp4.srt
Unit 15 05 Resources Question.mp4.srt
Unit 15 06 Resources Answer.mp4.srt
Unit 15 07 Extending Planning.mp4.srt
Unit 15 08 Hierarchical Planning.mp4.srt
Unit 15 09 Refinement Planning.mp4.srt
Unit 15 10 Reachable States.mp4.srt
Unit 15 11 Reachable States Question.mp4.srt
Unit 15 12 Reachable States Answer.mp4.srt
Unit 15 13 Conformant Plan Question.mp4.srt
Unit 15 14 Conformant Plan Answer.mp4.srt
Unit 15 15 Sensory Plan Question.mp4.srt
Unit 15 16 Sensory Plan Answer.mp4.srt
Unit 15 01 Introduction.mp4.flv
Unit 15 02 Scheduling.mp4.flv
Unit 15 03 Schedule Question.mp4.flv
Unit 15 04 Schedule Answer.mp4.flv
Unit 15 05 Resources Question.mp4.flv
Unit 15 06 Resources Answer.mp4.flv
Unit 15 07 Extending Planning.mp4.flv
Unit 15 08 Hierarchical Planning.mp4.flv
Unit 15 09 Refinement Planning.mp4.flv
Unit 15 10 Reachable States.mp4.flv
Unit 15 11 Reachable States Question.mp4.flv
Unit 15 12 Reachable States Answer.mp4.flv
Unit 15 13 Conformant Plan Question.mp4.flv
Unit 15 14 Conformant Plan Answer.mp4.flv
Unit 15 15 Sensory Plan Question.mp4.flv
Unit 15 16 Sensory Plan Answer.mp4.flv
15_1 Homework
Homework_6_01_Max_Likelihood_Question_mp4-xoiKLkSgDx4.flv
Homework_6_03_Stationary_Distribution_Question_mp4-YYLJEwBxaCo.flv
Homework_6_05_HMM_Question_mp4-7M2WSm5o978.flv
Homework_6_07_Particle_Filter_Question_1_mp4-I9G18f4LdGE.flv
Homework_6_09_Particle_Filter_Question_2_mp4-9-P7zxOaMAA.flv
Homework_6_11_Particle_Filter_Question_3_mp4-4qS60Fis3MQ.flv
Homework_6_13_Particle_Filter_Question_4_mp4-OQretRV-h8w.flv
Homework_6_15_Max_Min_Question_mp4-4Pbln8KFnrs.flv
Homework_6_17_Scheduling_Question_mp4-ZIkmqzwy43I.flv
Homework_6_19_Game_Tree_Question_mp4-cJOCbF2UeLE.flv
Homework_6_21_Strategy_Question_mp4-sFPhOsgIVw8.flv
16 Computer Vision I
subtitles
Unit 16 01 Introduction.mp4.srt
Unit 16 02 Image Formation.mp4.srt
Unit 16 03 Projection Length Question.mp4.srt
Unit 16 04 Projection Length Answer.mp4.srt
Unit 16 05 Focal Length Question.mp4.srt
Unit 16 06 Focal Length Answer.mp4.srt
Unit 16 07 Range Question.mp4.srt
Unit 16 08 Range Answer.mp4.srt
Unit 16 09 Perspective Projection.mp4.srt
Unit 16 10 Vanishing Points.mp4.srt
Unit 16 11 Vanishing Points Question.mp4.srt
Unit 16 12 Vanishing Points Answer.mp4.srt
Unit 16 13 Lenses.mp4.srt
Unit 16 14 Computer Vision.mp4.srt
Unit 16 15 Invariance Question A.mp4.srt
Unit 16 16 Invariance Answer A.mp4.srt
Unit 16 17 Invariance Question B.mp4.srt
Unit 16 18 Invariance Answer B.mp4.srt
Unit 16 19 Invariance Question C.mp4.srt
Unit 16 20 Invariance Answer C.mp4.srt
Unit 16 21 Invariance Question D.mp4.srt
Unit 16 22 Invariance Answer D.mp4.srt
Unit 16 23 Invariance Question E.mp4.srt
Unit 16 24 Invariance Answer E.mp4.srt
Unit 16 25 Final Invariance Type.mp4.srt
Unit 16 26 Importance of Invariance.mp4.srt
Unit 16 27 Greyscale Images.mp4.srt
Unit 16 28 Extracting Features.mp4.srt
Unit 16 29 Extracting Features Question.mp4.srt
Unit 16 30 Extracting Features Answer.mp4.srt
Unit 16 31 Linear Filter.mp4.srt
Unit 16 32 Horizontal Edge Question.mp4.srt
Unit 16 33 Horizontal Edge Answer.mp4.srt
Unit 16 34 Vertical Filter Question.mp4.srt
Unit 16 35 Vertical Filter Answer.mp4.srt
Unit 16 36 Filter Results.mp4.srt
Unit 16 37 Gradient Images.mp4.srt
Unit 16 38 Canny Edge Detector.mp4.srt
Unit 16 39 Other Masks.mp4.srt
Unit 16 40 Prewitt Mask Question.mp4.srt
Unit 16 41 Prewitt Mask Answer.mp4.srt
Unit 16 42 Gaussian Kernel Question.mp4.srt
Unit 16 43 Gaussian Kernel Answer.mp4.srt
Unit 16 44 Reasons for Gaussian Kernels.mp4.srt
Unit 16 45 Harris Corner Detector.mp4.srt
Unit 16 46 Modern Feature Detectors.mp4.srt
Unit 16 47 Conclusion.mp4.srt
Unit 16 01 Introduction.mp4.flv
Unit 16 02 Image Formation.mp4.flv
Unit 16 03 Projection Length Question.mp4.flv
Unit 16 04 Projection Length Answer.mp4.flv
Unit 16 05 Focal Length Question.mp4.flv
Unit 16 06 Focal Length Answer.mp4.flv
Unit 16 07 Range Question.mp4.flv
Unit 16 08 Range Answer.mp4.flv
Unit 16 09 Perspective Projection.mp4.flv
Unit 16 10 Vanishing Points.mp4.flv
Unit 16 11 Vanishing Points Question.mp4.flv
Unit 16 12 Vanishing Points Answer.mp4.flv
Unit 16 13 Lenses.mp4.flv
Unit 16 14 Computer Vision.mp4.flv
Unit 16 15 Invariance Question A.mp4.flv
Unit 16 16 Invariance Answer A.mp4.flv
Unit 16 17 Invariance Question B.mp4.flv
Unit 16 18 Invariance Answer B.mp4.flv
Unit 16 19 Invariance Question C.mp4.flv
Unit 16 20 Invariance Answer C.mp4.flv
Unit 16 21 Invariance Question D.mp4.flv
Unit 16 22 Invariance Answer D.mp4.flv
Unit 16 23 Invariance Question E.mp4.flv
Unit 16 24 Invariance Answer E.mp4.flv
Unit 16 25 Final Invariance Type.mp4.flv
Unit 16 26 Importance of Invariance.mp4.flv
Unit 16 27 Greyscale Images.mp4.flv
Unit 16 28 Extracting Features.mp4.flv
Unit 16 29 Extracting Features Question.mp4.flv
Unit 16 30 Extracting Features Answer.mp4.flv
Unit 16 31 Linear Filter.mp4.flv
Unit 16 32 Horizontal Edge Question.mp4.flv
Unit 16 33 Horizontal Edge Answer.mp4.flv
Unit 16 34 Vertical Filter Question.mp4.flv
Unit 16 35 Vertical Filter Answer.mp4.flv
Unit 16 36 Filter Results.mp4.flv
Unit 16 37 Gradient Images.mp4.flv
Unit 16 38 Canny Edge Detector.mp4.flv
Unit 16 39 Other Masks.mp4.flv
Unit 16 40 Prewitt Mask Question.mp4.flv
Unit 16 41 Prewitt Mask Answer.mp4.flv
Unit 16 42 Gaussian Kernel Question.mp4.flv
Unit 16 43 Gaussian Kernel Answer.mp4.flv
Unit 16 44 Reasons for Gaussian Kernels.mp4.flv
Unit 16 45 Harris Corner Detector.mp4.flv
Unit 16 46 Modern Feature Detectors.mp4.flv
Unit 16 47 Conclusion.mp4.flv
17 Computer Vision II
subtitles
Unit 17 01 Introduction.mp4.srt
Unit 17 02 Depth Question.mp4.srt
Unit 17 03 Depth Answer.mp4.srt
Unit 17 05 Stereo Question.mp4.srt
Unit 17 06 Stereo Answer.mp4.srt
Unit 17 07 Solving for Depth.mp4.srt
Unit 17 08 Solve Depth Question.mp4.srt
Unit 17 09 Solve Depth Answer.mp4.srt
Unit 17 10 Change in X Question.mp4.srt
Unit 17 11 Change in X Answer.mp4.srt
Unit 17 12 Focal Length Question.mp4.srt
Unit 17 13 Focal Length Answer.mp4.srt
Unit 17 14 Correspondence Question.mp4.srt
Unit 17 15 Correspondence Answer.mp4.srt
Unit 17 16 Determine Correspondence Question.mp4.srt
Unit 17 17 Determine Correspondence Answer.mp4.srt
Unit 17 18 SSD Minimization.mp4.srt
Unit 17 19 Disparity Maps.mp4.srt
Unit 17 20 Context Question.mp4.srt
Unit 17 21 Context Answer.mp4.srt
Unit 17 22 Alignment 1 Question.mp4.srt
Unit 17 23 Alignment 1 Answer.mp4.srt
Unit 17 24 Alignment 2 Question.mp4.srt
Unit 17 25 Alignment 2 Answer.mp4.srt
Unit 17 26 Dynamic Programming.mp4.srt
Unit 17 27 Pixel Correspondence Question 1.mp4.srt
Unit 17 28 Pixel Correspondence Answer 1.mp4.srt
Unit 17 29 Pixel Correspondence Question 2.mp4.srt
Unit 17 30 Pixel Correspondence Answer 2.mp4.srt
Unit 17 31 Finding the Best Alignment.mp4.srt
Unit 17 32 Correspondence Issues.mp4.srt
Unit 17 33 Improving Stereo Vision.mp4.srt
Unit 17 01 Introduction.mp4.flv
Unit 17 02 Depth Question.mp4.flv
Unit 17 03 Depth Answer.mp4.flv
Unit 17 05 Stereo Question.mp4.flv
Unit 17 06 Stereo Answer.mp4.flv
Unit 17 07 Solving for Depth.mp4.flv
Unit 17 08 Solve Depth Question.mp4.flv
Unit 17 09 Solve Depth Answer.mp4.flv
Unit 17 10 Change in X Question.mp4.flv
Unit 17 11 Change in X Answer.mp4.flv
Unit 17 12 Focal Length Question.mp4.flv
Unit 17 13 Focal Length Answer.mp4.flv
Unit 17 14 Correspondence Question.mp4.flv
Unit 17 15 Correspondence Answer.mp4.flv
Unit 17 16 Determine Correspondence Question.mp4.flv
Unit 17 17 Determine Correspondence Answer.mp4.flv
Unit 17 18 SSD Minimization.mp4.flv
Unit 17 19 Disparity Maps.mp4.flv
Unit 17 20 Context Question.mp4.flv
Unit 17 21 Context Answer.mp4.flv
Unit 17 22 Alignment 1 Question.mp4.flv
Unit 17 23 Alignment 1 Answer.mp4.flv
Unit 17 24 Alignment 2 Question.mp4.flv
Unit 17 25 Alignment 2 Answer.mp4.flv
Unit 17 26 Dynamic Programming.mp4.flv
Unit 17 27 Pixel Correspondence Question 1.mp4.flv
Unit 17 28 Pixel Correspondence Answer 1.mp4.flv
Unit 17 29 Pixel Correspondence Question 2.mp4.flv
Unit 17 30 Pixel Correspondence Answer 2.mp4.flv
Unit 17 31 Finding the Best Alignment.mp4.flv
Unit 17 32 Correspondence Issues.mp4.flv
Unit 17 33 Improving Stereo Vision.mp4.flv
18 Computer Vision III
subtitles
Unit 18 01 Structure from Motion Question.mp4.srt
Unit 18 02 Structure from Motion Answer.mp4.srt
Unit 18 03 Projection Question.mp4.srt
Unit 18 04 Projection Answer.mp4.srt
Unit 18 05 Structure from Motion Models.mp4.srt
Unit 18 06 SFM Math.mp4.srt
Unit 18 07 Recovered Unknowns Question.mp4.srt
Unit 18 08 Recovered Unknowns Answer.mp4.srt
Unit 18 09 Conclusion.mp4.srt
Unit 18 01 Structure from Motion Question.mp4.flv
Unit 18 02 Structure from Motion Answer.mp4.flv
Unit 18 03 Projection Question.mp4.flv
Unit 18 04 Projection Answer.mp4.flv
Unit 18 05 Structure from Motion Models.mp4.flv
Unit 18 06 SFM Math.mp4.flv
Unit 18 07 Recovered Unknowns Question.mp4.flv
Unit 18 08 Recovered Unknowns Answer.mp4.flv
Unit 18 09 Conclusion.mp4.flv
18_7 Homework
Homework_7_01_Perspective_Projection_mp4-S13qbo0O-Og.flv
Homework_7_03_Linear_or_Not_mp4-OHl6VaglCP4.flv
Homework_7_05_Gradient_Image_mp4-jQHHi-me1q4.flv
Homework_7_07_Stereo_mp4-9EtdFB3Mchw.flv
Homework_7_09_Correspondence_in_Stereo_mp4-l_JIXI_GpGA.flv
Homework_7_11_Structure_from_Motion_mp4-RQzimXj2NhY.flv
19 Robotics I
subtitles
Unit 19 01 Autonomous Vehicle Intro 1.mp4.srt
Unit 19 02 Autonomous Vehicle Intro 2.mp4.srt
Unit 19 03 Robotics Introduction.mp4.srt
Unit 19 04 Robotics Question.mp4.srt
Unit 19 05 Robotics Answer.mp4.srt
Unit 19 06 Kinematic Question 1.mp4.srt
Unit 19 07 Kinematic Answer 1.mp4.srt
Unit 19 08 Kinematic Question 2.mp4.srt
Unit 19 09 Kinematic Answer 2.mp4.srt
Unit 19 10 Dynamic Question.mp4.srt
Unit 19 11 Dynamic Answer.mp4.srt
Unit 19 12 Helicopter Question 1.mp4.srt
Unit 19 13 Helicopter Answer 1.mp4.srt
Unit 19 14 Helicopter Question 2.mp4.srt
Unit 19 15 Helicopter Answer 2.mp4.srt
Unit 19 16 Localization.mp4.srt
Unit 19 17 Monte Carlo Localization.mp4.srt
Unit 19 18 Localization Question 1.mp4.srt
Unit 19 19 Localization Answer 1.mp4.srt
Unit 19 20 Localization Question 2.mp4.srt
Unit 19 21 Localization Answer 2.mp4.srt
Unit 19 01 Autonomous Vehicle Intro 1.mp4.flv
Unit 19 02 Autonomous Vehicle Intro 2.mp4.flv
Unit 19 03 Robotics Introduction.mp4.flv
Unit 19 04 Robotics Question.mp4.flv
Unit 19 05 Robotics Answer.mp4.flv
Unit 19 06 Kinematic Question 1.mp4.flv
Unit 19 07 Kinematic Answer 1.mp4.flv
Unit 19 08 Kinematic Question 2.mp4.flv
Unit 19 09 Kinematic Answer 2.mp4.flv
Unit 19 10 Dynamic Question.mp4.flv
Unit 19 11 Dynamic Answer.mp4.flv
Unit 19 12 Helicopter Question 1.mp4.flv
Unit 19 13 Helicopter Answer 1.mp4.flv
Unit 19 14 Helicopter Question 2.mp4.flv
Unit 19 15 Helicopter Answer 2.mp4.flv
Unit 19 16 Localization.mp4.flv
Unit 19 17 Monte Carlo Localization.mp4.flv
Unit 19 18 Localization Question 1.mp4.flv
Unit 19 19 Localization Answer 1.mp4.flv
Unit 19 20 Localization Question 2.mp4.flv
Unit 19 21 Localization Answer 2.mp4.flv
20 Robotics II
subtitles
Unit 20 01 Prediction.mp4.srt
Unit 20 02 Measurement Question.mp4.srt
Unit 20 03 Measurement Answer.mp4.srt
Unit 20 04 Resampling Question.mp4.srt
Unit 20 05 Resampling Answer.mp4.srt
Unit 20 06 Planning Question.mp4.srt
Unit 20 07 Planning Answer.mp4.srt
Unit 20 08 Road Graph.mp4.srt
Unit 20 09 Cost Question.mp4.srt
Unit 20 10 Cost Answer.mp4.srt
Unit 20 11 Dynamic Programming 1.mp4.srt
Unit 20 12 Dynamic Programming 2.mp4.srt
Unit 20 13 Robotic Path Planning.mp4.srt
Unit 20 14 Path Planning Examples.mp4.srt
Unit 20 15 Conclusion.mp4.srt
Unit 20 01 Prediction.mp4.flv
Unit 20 02 Measurement Question.mp4.flv
Unit 20 03 Measurement Answer.mp4.flv
Unit 20 04 Resampling Question.mp4.flv
Unit 20 05 Resampling Answer.mp4.flv
Unit 20 06 Planning Question.mp4.flv
Unit 20 07 Planning Answer.mp4.flv
Unit 20 08 Road Graph.mp4.flv
Unit 20 09 Cost Question.mp4.flv
Unit 20 10 Cost Answer.mp4.flv
Unit 20 11 Dynamic Programming 1.mp4.flv
Unit 20 12 Dynamic Programming 2.mp4.flv
Unit 20 13 Robotic Path Planning.mp4.flv
Unit 20 14 Path Planning Examples.mp4.flv
Unit 20 15 Conclusion.mp4.flv
20_1 Homework
Homework_8_01_State_Space_Question_mp4-Y_77aT6KS4U.flv
Homework_8_03_Dynamic_Programming_Question_1_mp4-Glmbwxqj0g0.flv
Homework_8_05_Dynamic_Programming_Question_2_mp4-Fssd40hPtU8.flv
Homework_8_07_Particle_Question_1_mp4-9rNsfluUx10.flv
Homework_8_09_Particle_Question_2_mp4-u9pGcjGTxrI.flv
Homework_8_11_Stanley_Question_mp4-BbV6zr2GQXM.flv
Homework_8_13_Motion_Model_Question_mp4-cqV-38u5Yck.flv
21 Natural Language Processing
subtitles
Unit 21 01 Introduction.mp4.srt
Unit 21 02 Language Models.mp4.srt
Unit 21 03 Bag of Words.mp4.srt
Unit 21 04 Probabilistic Models.mp4.srt
Unit 21 05 Language and Learning.mp4.srt
Unit 21 06 Language Models Question.mp4.srt
Unit 21 07 Language Models Answer.mp4.srt
Unit 21 08 Unigram Model Samples.mp4.srt
Unit 21 09 Bigram Model Samples.mp4.srt
Unit 21 10 Trigram Model Samples.mp4.srt
Unit 21 11 N Gram Model Samples.mp4.srt
Unit 21 12 N Gram Model Question.mp4.srt
Unit 21 13 N Gram Model Answer.mp4.srt
Unit 21 14 Probability Question.mp4.srt
Unit 21 15 Probability Answer.mp4.srt
Unit 21 16 Language Question.mp4.srt
Unit 21 17 Language Answer.mp4.srt
Unit 21 18 Letter Bigram Question.mp4.srt
Unit 21 19 Letter Bigram Answer.mp4.srt
Unit 21 20 Trigram Model Question.mp4.srt
Unit 21 21 Trigram Model Answer.mp4.srt
Unit 21 22 Classification.mp4.srt
Unit 21 23 Classification Question.mp4.srt
Unit 21 24 Classification Answer.mp4.srt
Unit 21 25 Gzip.mp4.srt
Unit 21 26 Segmentation.mp4.srt
Unit 21 27 Segmentation Probabilistic Model.mp4.srt
Unit 21 28 Probabilistic Model Question.mp4.srt
Unit 21 29 Probabilistic Model Answer.mp4.srt
Unit 21 30 Best Segmentation 1.mp4.srt
Unit 21 31 Best Segmentation 2.mp4.srt
Unit 21 32 Segment Code.mp4.srt
Unit 21 33 Segment Question 1.mp4.srt
Unit 21 34 Segment Answer 1.mp4.srt
Unit 21 35 Segment Question 2.mp4.srt
Unit 21 36 Segment Answer 2.mp4.srt
Unit 21 37 Spelling Correction.mp4.srt
Unit 21 38 Spelling Data.mp4.srt
Unit 21 39 Correction Example.mp4.srt
Unit 21 40 Software Engineering.mp4.srt
Unit 21 01 Introduction.mp4.flv
Unit 21 02 Language Models.mp4.flv
Unit 21 03 Bag of Words.mp4.flv
Unit 21 04 Probabilistic Models.mp4.flv
Unit 21 05 Language and Learning.mp4.flv
Unit 21 06 Language Models Question.mp4.flv
Unit 21 07 Language Models Answer.mp4.flv
Unit 21 08 Unigram Model Samples.mp4.flv
Unit 21 09 Bigram Model Samples.mp4.flv
Unit 21 10 Trigram Model Samples.mp4.flv
Unit 21 11 N Gram Model Samples.mp4.flv
Unit 21 12 N Gram Model Question.mp4.flv
Unit 21 13 N Gram Model Answer.mp4.flv
Unit 21 14 Probability Question.mp4.flv
Unit 21 15 Probability Answer.mp4.flv
Unit 21 16 Language Question.mp4.flv
Unit 21 17 Language Answer.mp4.flv
Unit 21 18 Letter Bigram Question.mp4.flv
Unit 21 19 Letter Bigram Answer.mp4.flv
Unit 21 20 Trigram Model Question.mp4.flv
Unit 21 21 Trigram Model Answer.mp4.flv
Unit 21 22 Classification.mp4.flv
Unit 21 23 Classification Question.mp4.flv
Unit 21 24 Classification Answer.mp4.flv
Unit 21 25 Gzip.mp4.flv
Unit 21 26 Segmentation.mp4.flv
Unit 21 27 Segmentation Probabilistic Model.mp4.flv
Unit 21 28 Probabilistic Model Question.mp4.flv
Unit 21 29 Probabilistic Model Answer.mp4.flv
Unit 21 30 Best Segmentation 1.mp4.flv
Unit 21 31 Best Segmentation 2.mp4.flv
Unit 21 32 Segment Code.mp4.flv
Unit 21 33 Segment Question 1.mp4.flv
Unit 21 34 Segment Answer 1.mp4.flv
Unit 21 35 Segment Question 2.mp4.flv
Unit 21 36 Segment Answer 2.mp4.flv
Unit 21 37 Spelling Correction.mp4.flv
Unit 21 38 Spelling Data.mp4.flv
Unit 21 39 Correction Example.mp4.flv
Unit 21 40 Software Engineering.mp4.flv
21_1 Optional NLP Programming
Programming Project 01 Optional Problem.mp4.flv
22 Natural Language Processing II
Unit 22 01 Sentence Structure.mp4.flv
Unit 22 02 Parses Question.mp4.flv
Unit 22 03 Parses Answer.mp4.flv
Unit 22 04 Problems and Solutions Question.mp4.flv
Unit 22 05 Problems and Solutions Answer.mp4.flv
Unit 22 06 Writing Grammars.mp4.flv
Unit 22 07 PCFG.mp4.flv
Unit 22 08 PCFG Question.mp4.flv
Unit 22 09 PCFG Answer.mp4.flv
Unit 22 10 Probability Origins.mp4.flv
Unit 22 11 Resolving Ambiguity.mp4.flv
Unit 22 12 LPCFG.mp4.flv
Unit 22 13 Parsing into a Tree.mp4.flv
Unit 22 14 Machine Translation.mp4.flv
Unit 22 15 Translation Example.mp4.flv
_other
Ai-Class Prerequisites.zip
Torrent description
ai class - ai class
