Artificial Intelligence

Creation Time	July 4, 2025, 6:02 p.m.
Last Access Time	July 7, 2025, 6:35 a.m.
File Size	9.6 GB
Keywords	Intelligence Artificial
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Total Files	1352
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3. Probability in AI/Unit 3 1 Introduction.mp4 95.2 MB
19. Robotics I/Unit 19 02 Autonomous Vehicle Intro 2.mp4.mp4 94.0 MB
19. Robotics I/Unit 19 01 Autonomous Vehicle Intro 1.mp4.mp4 67.5 MB
1. Welcome to AI/Unit 1w, 3 Applications of AI.mp4 67.3 MB
5. Machine Learning/Unit 5 49 Answer and SVMs.mp4 63.6 MB
6. Unsupervised Learning/Unit 6 7b Spectral Clustering Algorithm.mp4 62.1 MB
9. Planning under Uncertainty/Unit 9 35 POMDP.mp4 61.8 MB
10. Reinforcement Learning/Unit 10 10 Passive Temporal Difference Learning.mp4.mp4 58.0 MB
12. MDP review/Unit 10 10 Passive Temporal Difference Learning.mp4.mp4 58.0 MB
8. Planning/Unit 8 16 Classical Planning 1.mp4 54.1 MB
20. Robotics II/Unit 20 11 Dynamic Programming 1.mp4.mp4 53.9 MB
1. Welcome to AI/Unit 1w, 4 Terminology.mp4 53.7 MB
11. HMMs and Filters/Unit 11 24.mp4 Particle Filters.mp4.mp4 53.7 MB
21. Natural Language Processing/Unit 21 04 Probabilistic Models.mp4.mp4 52.4 MB
11. HMMs and Filters/Unit 11 25.mp4 Localization and Particle Filters.mp4.mp4 52.0 MB
1. Welcome to AI/Unit 1w, 11 Examples of AI in Practice.mp4 50.4 MB
23. Natural Language Processing II/Unit 22 12 LPCFG.mp4.mp4 50.4 MB
18. Computer Vision III/Unit 18 05 Structure from Motion Models.mp4.mp4 49.5 MB
5. Machine Learning/Unit 5 8 SPAM Detection.mp4 49.3 MB
5. Machine Learning/Unit 5 12 Maximum Likelihood.mp4 48.9 MB
5. Machine Learning/Unit 5 48 Perceptron.mp4 46.9 MB
2. Problem Solving/Unit 2, Topic 22, More on Uniform Cost Search.mp4 46.3 MB
5. Machine Learning/Unit 5 36 Quadratic Loss.mp4 46.0 MB
4. Probabilistic Inference/Unit 4, 4 Variable Elimination.mp4 45.6 MB
3. Probability in AI/Unit 3 8 More Complex Bayes Networks.mp4 45.5 MB
9. Planning under Uncertainty/Unit 9 03 Robot Tour Guide Examples.mp4 45.3 MB
17. Computer Vision II/Unit 17 33 Improving Stereo Vision.mp4.mp4 45.2 MB
4. Probabilistic Inference/Unit 4, 1 Probabilistic Inference.mp4 45.0 MB
23. Natural Language Processing II/Unit 22 15 Translation Example.mp4.mp4 44.5 MB
4. Probabilistic Inference/Unit 4, 2 Enumeration.mp4 43.3 MB
5. Machine Learning/Unit 5 5 Taxonomy.mp4 42.7 MB
20. Robotics II/Unit 20 14 Path Planning Examples.mp4.mp4 42.6 MB
20. Robotics II/Unit 20 12 Dynamic Programming 2.mp4.mp4 42.5 MB
17. Computer Vision II/Unit 17 26 Dynamic Programming.mp4.mp4 41.8 MB
11. HMMs and Filters/Unit 11 04.mp4 Localization Problem Examples.mp4.mp4 41.7 MB
6. Unsupervised Learning/Unit 6 5b Maximum Likelihood.mp4 41.7 MB
9. Planning under Uncertainty/Unit 9 19 Value Iteration 3.mp4 40.9 MB
3. Probability in AI/Unit 3 7 Bayes Rule.mp4 40.6 MB
7. Representation with Logic/Unit 7 3b Syntax.mp4 39.8 MB
8. Planning/Unit 8 24 Situation Calculus 2.mp4 39.4 MB
6. Unsupervised Learning/Unit 6 5 Expectation Maximization.mp4 39.3 MB
13. Games/Unit 13 07 Two Player Game.mp4.mp4 39.1 MB
16. Computer Vision I/Unit 16 44 Reasons for Gaussian Kernels.mp4.mp4 38.9 MB
6. Unsupervised Learning/Unit 6 3 Google Street View and Clustering.mp4 38.3 MB
3. Probability in AI/Unit 3 11c Answer.mp4 38.2 MB
7. Representation with Logic/Unit 7 2 Propositional Logic.mp4 38.1 MB
2. Problem Solving/Unit 2, Topic 2, Route Finding Question.mp4 37.8 MB
8. Planning/Unit 8 23 Situation Calculus 1.mp4 37.2 MB
21. Natural Language Processing/Unit 21 39 Correction Example.mp4.mp4 36.9 MB
11. HMMs and Filters/Unit 11 17.mp4 HMM Happy Grumpy Problem.mp4.mp4 36.7 MB
6. Unsupervised Learning/Unit 6 6f Scan Example.mp4 36.6 MB
7. Representation with Logic/Unit 7 3a Models.mp4 36.6 MB
3. Probability in AI/Unit 3 11f Conclusion.mp4 36.6 MB
7. Representation with Logic/Unit 7 3 First Order Logic.mp4 36.2 MB
5. Machine Learning/Unit 5 6 Supervised Learning.mp4 35.4 MB
5. Machine Learning/Unit 5 21 Answer and Laplace Smoothing.mp4 35.4 MB
9. Planning under Uncertainty/Unit 9 02 Planning Under Uncertainty MDP.mp4 34.8 MB
23. Natural Language Processing II/Unit 22 13 Parsing into a Tree.mp4.mp4 34.8 MB
3. Probability in AI/Unit 3 9 Conditional Independence.mp4 34.6 MB
2. Problem Solving/Unit 2, Topic 23, A-Star Search.mp4 34.5 MB
5. Machine Learning/Unit 5 30 Overfitting Prevention.mp4 34.2 MB
4. Probabilistic Inference/Unit 4, 3 Speeding up Enumeration.mp4 34.1 MB
16. Computer Vision I/Unit 16 28 Extracting Features.mp4.mp4 34.1 MB
3. Probability in AI/Unit 3 9c Answer.mp4 34.0 MB
23. Natural Language Processing II/Unit 22 07 PCFG.mp4.mp4 33.1 MB
22. Optional NLP Programming/Programming Project 01 Optional Problem.mp4.mp4 33.1 MB
6. Unsupervised Learning/Unit 6 6d Linear Dimensionality Reduction.mp4 33.0 MB
23. Natural Language Processing II/Unit 22 02 Parses Question.mp4.mp4 32.8 MB
5. Machine Learning/Unit 5 33 Linear Regression.mp4 32.6 MB
3. Probability in AI/Unit 3 13d D-Separation General Definition.mp4 32.0 MB
2. Problem Solving/Unit 2, Topic 32, Where is the Intelligence.mp4 31.6 MB
8. Planning/Unit 8 19 Regression Search.mp4 31.5 MB
3. Probability in AI/Unit 3 12 General Bayes Networks.mp4 31.5 MB
8. Planning/Unit 8 22 Sliding Puzzle Example.mp4 31.0 MB
7. Representation with Logic/Unit 7 3c Vacuum World.mp4 30.6 MB
8. Planning/Unit 8 3 Planning vs Execution.mp4 30.5 MB
6. Unsupervised Learning/Unit 6 5j EM Algorithm.mp4 30.5 MB
8. Planning/Unit 8 2 Problem Solving vs Planning.mp4 30.3 MB
14. Game Theory/Unit 14 23 Poker.mp4.mp4 30.1 MB
5. Machine Learning/Unit 5 7 Occam's Razor.mp4 30.0 MB
21. Natural Language Processing/Unit 21 02 Language Models.mp4.mp4 29.3 MB
16. Computer Vision I/Unit 16 45 Harris Corner Detector.mp4.mp4 29.2 MB
9. Planning under Uncertainty/Unit 9 04 MDP Grid World.mp4 29.2 MB
7. Representation with Logic/Unit 7 3f Question.mp4 29.0 MB
8. Planning/Unit 8 25 Situation Calculus 3.mp4 28.4 MB
10. Reinforcement Learning/Unit 10 2 Successes.mp4.mp4 28.3 MB
13. Games/Unit 13 24 Complexity Reduction Benefits.mp4.mp4 28.2 MB
14. Game Theory/Unit 14 28 Auction Question.mp4.mp4 27.9 MB
19. Robotics I/Unit 19 17 Monte Carlo Localization.mp4.mp4 27.8 MB
2. Problem Solving/Unit 2, Topic 34, Note on Implementation.mp4 27.8 MB
2. Problem Solving/Unit 2, Topic 4, Tree Search.mp4 27.6 MB
14. Game Theory/Unit 14 02 Dominant Strategy Question.mp4.mp4 27.5 MB
9. Planning under Uncertainty/Unit 9 31 Value Iterations and Policy 2.mp4 27.4 MB
8. Planning/Unit 8 14 Problem Solving via Mathematical Notation.mp4 27.1 MB
11. HMMs and Filters/Unit 11 23 HMM Localization Example.mp4.mp4 27.1 MB
23. Natural Language Processing II/Unit 22 14 Machine Translation.mp4.mp4 26.9 MB
16. Computer Vision I/Unit 16 01 Introduction.mp4.mp4 26.9 MB
5. Machine Learning/Unit 5 29 Digit Recognition.mp4 26.7 MB
8. Planning/Unit 8 8 Stocastic Environment Problem.mp4 26.7 MB
20. Robotics II/Unit 20 13 Robotic Path Planning.mp4.mp4 26.7 MB
23. Natural Language Processing II/Unit 22 10 Probability Origins.mp4.mp4 26.6 MB
11. HMMs and Filters/Unit 11 21.mp4 HMMs and Robot Localization.mp4.mp4 26.3 MB
17. Computer Vision II/Unit 17 19 Disparity Maps.mp4.mp4 26.1 MB
3. Probability in AI/Unit 3 10 Different Type of Bayes Network.mp4 26.1 MB
9. Planning under Uncertainty/Unit 9 16 MDP and Costs.mp4 25.9 MB
2. Problem Solving/Unit 2, Topic 3, Route Finding.mp4 25.4 MB
16. Computer Vision I/Unit 16 02 Image Formation.mp4.mp4 25.2 MB
13. Games/Unit 13 22 Reduce M.mp4.mp4 25.2 MB
14. Game Theory/Unit 14 15 Mixed Strategy.mp4.mp4 25.0 MB
2. Problem Solving/Unit 2, Topic 5, Tree Search Answer.mp4 24.8 MB
8. Planning/Unit 8 15 Tracking the Predict Update Cycle.mp4 24.8 MB
5. Machine Learning/Unit 5 4 Stanley DARPA Grand Challenge.mp4 24.6 MB
11. HMMs and Filters/Unit 11 22.mp4 HMM Equations.mp4.mp4 24.6 MB
23. Natural Language Processing II/Unit 22 11 Resolving Ambiguity.mp4.mp4 24.5 MB
23. Natural Language Processing II/Unit 22 06 Writing Grammars.mp4.mp4 24.5 MB
3. Probability in AI/Unit 3 8b Answer.mp4 24.3 MB
21. Natural Language Processing/Unit 21 37 Spelling Correction.mp4.mp4 24.2 MB
14. Game Theory/Unit 14 17 Mixed Strategy Issues.mp4.mp4 24.2 MB
3. Probability in AI/Unit 3 11d Question.mp4 23.8 MB
6. Unsupervised Learning/Unit 6 5i EM as Generalization of k-Means.mp4 23.7 MB
11. HMMs and Filters/Unit 11 26.mp4 Particle Filter Algorithm.mp4.mp4 23.4 MB
7. Representation with Logic/Unit 7 2a Truth Tables.mp4 23.3 MB
23. Natural Language Processing II/Unit 22 01 Sentence Structure.mp4.mp4 23.3 MB
11. HMMs and Filters/Unit 11 09.mp4 Stationary Distribution.mp4.mp4 23.3 MB
20. Robotics II/Unit 20 02 Measurement Question.mp4.mp4 23.1 MB
17. Computer Vision II/Unit 17 18 SSD Minimization.mp4.mp4 23.1 MB
5. Machine Learning/Unit 5 54 Problems with kNN.mp4 22.8 MB
11. HMMs and Filters/Unit 11 06.mp4 Markov Chain Answer 1.mp4.mp4 22.5 MB
3. Probability in AI/Unit 3 7a Bayes Rule Graphically.mp4 22.3 MB
6. Unsupervised Learning/Unit 6 5a Gaussian Learning.mp4 22.2 MB
5. Machine Learning/Unit 5 38 Problems with Linear Regression.mp4 22.2 MB
14. Game Theory/Unit 14 16 Solving the Game.mp4.mp4 22.1 MB
17. Computer Vision II/Unit 17 16 Determine Correspondence Question.mp4.mp4 21.9 MB
8. Planning/Unit 8 7 Partially Observable Vacuum Cleaner Example.mp4 21.8 MB
16. Computer Vision I/Unit 16 13 Lenses.mp4.mp4 21.8 MB
1. Welcome to AI/Unit 1w, 1 Introduction.mp4 21.7 MB
14. Game Theory/Unit 14 01 Introduction.mp4.mp4 21.7 MB
8. Planning/Unit 8 12 Finding a Successful Plan Question.mp4 21.4 MB
13. Games/Unit 13 06 Single Player Game.mp4.mp4 21.4 MB
5. Machine Learning/Unit 5 31 Classification vs Regression.mp4 21.3 MB
10. Reinforcement Learning/Unit 10 24 Pacman 2.mp4.mp4 21.3 MB
12. MDP review/Unit 10 24 Pacman 2.mp4.mp4 21.3 MB
3. Probability in AI/Unit 3 11 Explaining Away.mp4 21.2 MB
21. Natural Language Processing/Unit 21 31 Best Segmentation 2.mp4.mp4 21.1 MB
17. Computer Vision II/Unit 17 07 Solving for Depth.mp4.mp4 21.1 MB
23. Natural Language Processing II/Unit 22 05 Problems and Solutions Answer.mp4.mp4 21.1 MB
10. Reinforcement Learning/Unit 10 08 Agents of Reinforcement Learning.mp4.mp4 21.0 MB
12. MDP review/Unit 10 08 Agents of Reinforcement Learning.mp4.mp4 21.0 MB
6. Unsupervised Learning/Unit 6 6e Face Example.mp4 21.0 MB
6. Unsupervised Learning/Unit 6 5p Choosing k.mp4 21.0 MB
23. Natural Language Processing II/Unit 22 03 Parses Answer.mp4.mp4 21.0 MB
5. Machine Learning/Unit 5 2 What is Machine Learning.mp4 20.9 MB
16. Computer Vision I/Unit 16 27 Greyscale Images.mp4.mp4 20.9 MB
4. Probabilistic Inference/Unit 4, 5 Approximate Inference Sampling.mp4 20.9 MB
16. Computer Vision I/Unit 16 46 Modern Feature Detectors.mp4.mp4 20.6 MB
5. Machine Learning/Unit 5 41 Minimizing Complicated Loss Functions.mp4 20.6 MB
21. Natural Language Processing/Unit 21 25 Gzip.mp4.mp4 20.6 MB
6. Unsupervised Learning/Unit 6 4a k-Means Algorithm.mp4 20.6 MB
5. Machine Learning/Unit 5 50 k Nearest Neighbors.mp4 20.4 MB
8. Planning/Unit 8 4 Vacuum Cleaner Example.mp4 20.2 MB
8. Planning/Unit 8 5 Sensorless Vacumm Cleaner Problem-.mp4 20.1 MB
7. Representation with Logic/Unit 7 3g Answer.mp4 19.8 MB
21. Natural Language Processing/Unit 21 05 Language and Learning.mp4.mp4 19.8 MB
4. Probabilistic Inference/Unit 4, 6 Sampling Example.mp4 19.7 MB
14. Game Theory/Unit 14 26 Fed Vs Politicians Answer.mp4.mp4 19.6 MB
4. Probabilistic Inference/Unit 4, 7 Rejection Sampling.mp4 19.5 MB
16. Computer Vision I/Unit 16 37 Gradient Images.mp4.mp4 19.4 MB
8. Planning/Unit 8 10 Infinite Sequences.mp4 19.3 MB
14. Game Theory/Unit 14 13 Tree Question.mp4.mp4 19.3 MB
8. Planning/Unit 8 21 Plan Space Search.mp4 19.1 MB
15. Advanced Planning/Unit 15 03 Schedule Question.mp4.mp4 19.1 MB
2. Problem Solving/Unit 2, Topic 30, State Space Diagram and More Complexity.mp4 19.0 MB
6. Unsupervised Learning/Unit 6 4 k-Means Clustering Example.mp4 18.9 MB
4. Probabilistic Inference/Unit 4, 2a Answer.mp4 18.9 MB
5. Machine Learning/Unit 5 53 k as Smoothing Parameter.mp4 18.9 MB
23. Natural Language Processing II/Unit 22 04 Problems and Solutions Question.mp4.mp4 18.8 MB
21. Natural Language Processing/Unit 21 14 Probability Question.mp4.mp4 18.8 MB
21. Natural Language Processing/Unit 21 38 Spelling Data.mp4.mp4 18.7 MB
13. Games/Unit 13 26 Pacman Answer.mp4.mp4 18.6 MB
4. Probabilistic Inference/Unit 4, 8 Likelihood Weighting.mp4 18.5 MB
18. Computer Vision III/Unit 18 06 SFM Math.mp4.mp4 18.5 MB
6. Unsupervised Learning/Unit 6 8 Supervised vs Unsupervised Learning.mp4 18.5 MB
8. Planning/Unit 8 20 Regression vs Progression.mp4 18.2 MB
20. Robotics II/Unit 20 04 Resampling Question.mp4.mp4 18.2 MB
5. Machine Learning/Unit 5 47 Gradient Descent Implementation.mp4 18.2 MB
5. Machine Learning/Unit 5 27 Summary Naive Bayes.mp4 18.1 MB
4. Probabilistic Inference/Unit 4, 9 Gibbs Sampling.mp4 18.0 MB
11. HMMs and Filters/Unit 11 12.mp4 Finding Transition Probabilities.mp4.mp4 17.9 MB
15. Advanced Planning/Unit 15 11 Reachable States Question.mp4.mp4 17.9 MB
10. Reinforcement Learning/Unit 10 04 Forms of Learning Question.mp4.mp4 17.9 MB
15. Advanced Planning/Unit 15 13 Conformant Plan Question.mp4.mp4 17.9 MB
2. Problem Solving/Unit 2, Topic 31, Sliding Blocks Puzzle.mp4 17.8 MB
14. Game Theory/Unit 14 24 Game Theory Strategies.mp4.mp4 17.6 MB
14. Game Theory/Unit 14 27 Mechanism Design.mp4.mp4 17.6 MB
14. Game Theory/Unit 14 12 2 Finger Morra.mp4.mp4 17.6 MB
2. Problem Solving/Unit 2, Topic 33, What Can't Search Do.mp4 17.6 MB
11. HMMs and Filters/Unit 11 16.mp4 Laplacian Smoothing Answer.mp4.mp4 17.5 MB
19. Robotics I/Unit 19 16 Localization.mp4.mp4 17.5 MB
9. Planning under Uncertainty/Unit 9 32 MDP Conclusion.mp4 17.3 MB
13. Games/Unit 13 23 Computing State Values.mp4.mp4 17.3 MB
4. Probabilistic Inference/Unit 4, 6b More Sampling.mp4 17.2 MB
5. Machine Learning/Unit 5 40 Linear Regression and Complexity Control.mp4 17.2 MB
7. Representation with Logic/Unit 7 2g Terminology.mp4 17.2 MB
13. Games/Unit 13 19 Reduce B.mp4.mp4 17.1 MB
4. Probabilistic Inference/Unit 4, 10a Answer.mp4 17.1 MB
13. Games/Unit 13 08 Two Player Function.mp4.mp4 17.1 MB
16. Computer Vision I/Unit 16 38 Canny Edge Detector.mp4.mp4 17.1 MB
13. Games/Unit 13 05 Games Answer.mp4.mp4 17.1 MB
8. Planning/Unit 8 17 Classical Planning 2.mp4 17.1 MB
2. Problem Solving/Unit 2, Topic 20, Storage Requirements, Completeness.mp4 17.1 MB
15. Advanced Planning/Unit 15 10 Reachable States.mp4.mp4 16.8 MB
8. Planning/Unit 8 11 Finding a Successful Plan-.mp4 16.8 MB
14. Game Theory/Unit 14 08 Game Console Question 1.mp4.mp4 16.4 MB
21. Natural Language Processing/Unit 21 01 Introduction.mp4.mp4 16.4 MB
3. Probability in AI/Unit 3 11a Answer.mp4 16.3 MB
10. Reinforcement Learning/Unit 10 06 MDP Review.mp4.mp4 16.3 MB
3. Probability in AI/Unit 3 13c Answer.mp4 16.2 MB
7. Representation with Logic/Unit 7 2h Answer.mp4 16.2 MB
1. Welcome to AI/Unit 1w, 2 Intelligent Agents.mp4 16.2 MB
5. Machine Learning/Unit 5 28 Advanced SPAM Filtering.mp4 16.1 MB
13. Games/Unit 13 36 Conclusion.mp4.mp4 16.1 MB
15. Advanced Planning/Unit 15 09 Refinement Planning.mp4.mp4 16.1 MB
14. Game Theory/Unit 14 21 2x2 Game Answer 2.mp4.mp4 16.1 MB
20. Robotics II/Unit 20 08 Road Graph.mp4.mp4 16.1 MB
3. Probability in AI/Unit 3 11e Answer.mp4 16.1 MB
5. Machine Learning/Unit 5 37 Answer.mp4 16.0 MB
10. Reinforcement Learning/Unit 10 23 Pacman 1.mp4.mp4 16.0 MB
12. MDP review/Unit 10 23 Pacman 1.mp4.mp4 16.0 MB
1. Welcome to AI/Unit 0w, 1 Introduction.mp4 16.0 MB
16. Computer Vision I/Unit 16 10 Vanishing Points.mp4.mp4 16.0 MB
14. Game Theory/Unit 14 22 Geometric Interpretation.mp4.mp4 15.9 MB
13. Games/Unit 13 27 Chance.mp4.mp4 15.8 MB
11. HMMs and Filters/Unit 11 03.mp4 Bayes Network of HMMs.mp4.mp4 15.7 MB
1. Welcome to AI/Unit 1w, 14 Chinese Translation Answer 3.mp4 15.7 MB
3. Probability in AI/Unit 3 5e Answer.mp4 15.6 MB
16. Computer Vision I/Unit 16 14 Computer Vision.mp4.mp4 15.6 MB
18. Computer Vision III/Unit 18 07 Recovered Unknowns Question.mp4.mp4 15.6 MB
9. Planning under Uncertainty/Unit 9 05 Problems with Conventional Planning 1.mp4 15.4 MB
2. Problem Solving/Unit 2, Topic 18, Depth First Search.mp4 15.3 MB
2. Problem Solving/Unit 2, Topic 19, Search Optimality Answer.mp4 15.3 MB
21. Natural Language Processing/Unit 21 27 Segmentation Probabilistic Model.mp4.mp4 15.2 MB
2. Problem Solving/Unit 2, Topic 27, A-Star Fifth Question.mp4 15.2 MB
5. Machine Learning/Unit 5 14 Relationship to Bayes Networks.mp4 15.2 MB
17. Computer Vision II/Unit 17 22 Alignment 1 Question.mp4.mp4 15.2 MB
18. Computer Vision III/Unit 18 01 Structure from Motion Question.mp4.mp4 15.1 MB
12. MDP review/mdpreview 1 01 Deterministic Question.mp4.mp4 15.0 MB
11. HMMs and Filters/Unit 11 11.mp4 Stationary Distribution Answer.mp4.mp4 14.9 MB
10. Reinforcement Learning/Unit 10 17 Errors in Utility Questions.mp4.mp4 14.9 MB
12. MDP review/Unit 10 17 Errors in Utility Questions.mp4.mp4 14.9 MB
1. Welcome to AI/Unit 1w, 10 AI and Uncertainty.mp4 14.9 MB
2. Problem Solving/Unit 2, Topic 17, Uniform Cost Termination Answer.mp4 14.8 MB
10. Reinforcement Learning/Unit 10 03 Forms of Learning.mp4.mp4 14.8 MB
15. Advanced Planning/Unit 15 08 Hierarchical Planning.mp4.mp4 14.7 MB
5. Machine Learning/Unit 5 24 Answer.mp4 14.6 MB
21. Natural Language Processing/Unit 21 07 Language Models Answer.mp4.mp4 14.6 MB
10. Reinforcement Learning/Unit 10 16 Balancing Policy.mp4.mp4 14.5 MB
12. MDP review/Unit 10 16 Balancing Policy.mp4.mp4 14.5 MB
10. Reinforcement Learning/Unit 10 09 Passive vs Active.mp4.mp4 14.5 MB
12. MDP review/Unit 10 09 Passive vs Active.mp4.mp4 14.5 MB
10. Reinforcement Learning/Unit 10 22 Q Learning 2.mp4.mp4 14.5 MB
12. MDP review/Unit 10 22 Q Learning 2.mp4.mp4 14.5 MB
10. Reinforcement Learning/Unit 10 07 Solving a MDP.mp4.mp4 14.4 MB
12. MDP review/Unit 10 07 Solving a MDP.mp4.mp4 14.4 MB
16. Computer Vision I/Unit 16 31 Linear Filter.mp4.mp4 14.3 MB
6. Unsupervised Learning/Unit 6 2 Terminology.mp4 14.3 MB
4. Probabilistic Inference/Unit 4, 10 Monty Hall Problem.mp4 14.3 MB
21. Natural Language Processing/Unit 21 30 Best Segmentation 1.mp4.mp4 14.3 MB
17. Computer Vision II/Unit 17 32 Correspondence Issues.mp4.mp4 14.3 MB
8. Planning/Unit 8 18 Progression Search.mp4 14.3 MB
20. Robotics II/Unit 20 01 Prediction.mp4.mp4 14.2 MB
11. HMMs and Filters/Unit 11 27.mp4 Particle Filters Pros and Cons.mp4.mp4 14.2 MB
9. Planning under Uncertainty/Unit 9 17 Value Iteration 1.mp4 14.1 MB
20. Robotics II/Unit 20 09 Cost Question.mp4.mp4 14.1 MB
16. Computer Vision I/Unit 16 42 Gaussian Kernel Question.mp4.mp4 14.0 MB
7. Representation with Logic/Unit 7 2d Answer.mp4 13.9 MB
3. Probability in AI/Unit 3 8a Two Test Cancer Example.mp4 13.9 MB
5. Machine Learning/Unit 5 34 Answer.mp4 13.9 MB
3. Probability in AI/Unit 3 8d Answer.mp4 13.6 MB
11. HMMs and Filters/Unit 11 15.mp4 Laplacian Smoothing Question.mp4.mp4 13.6 MB
5. Machine Learning/Unit 5 55 Congratulations.mp4 13.5 MB
5. Machine Learning/Unit 5 22 Answer.mp4 13.4 MB
17. Computer Vision II/Unit 17 06 Stereo Answer.mp4.mp4 13.4 MB
7. Representation with Logic/Unit 7 3d Question.mp4 13.3 MB
17. Computer Vision II/Unit 17 20 Context Question.mp4.mp4 13.2 MB
7. Representation with Logic/Unit 7 1 Introduction.mp4 13.2 MB
2. Problem Solving/Unit 2, Topic 1, Introduction.mp4 13.2 MB
3. Probability in AI/Unit 3 3a Answer.mp4 13.2 MB
16. Computer Vision I/Unit 16 15 Invariance Question A.mp4.mp4 13.1 MB
5. Machine Learning/Unit 5 51 kNN Definition.mp4 13.1 MB
9. Planning under Uncertainty/Unit 9 08 Problems with Conventional Planning 2.mp4 13.1 MB
1. Welcome to AI/Unit 1w, 12 Chinese Translation Answer.mp4 13.0 MB
3. Probability in AI/Unit 3 13e Answer.mp4 13.0 MB
9. Planning under Uncertainty/Unit 9 29 Stochastic Answer 2.mp4 13.0 MB
16. Computer Vision I/Unit 16 09 Perspective Projection.mp4.mp4 12.9 MB
21. Natural Language Processing/Unit 21 17 Language Answer.mp4.mp4 12.9 MB
5. Machine Learning/Unit 5 1 Introduction.mp4 12.9 MB
21. Natural Language Processing/Unit 21 22 Classification.mp4.mp4 12.8 MB
2. Problem Solving/Unit 2, Topic 11, Graph Search Termination.mp4 12.7 MB
7. Representation with Logic/Unit 7 3e Answer.mp4 12.6 MB
15. Advanced Planning/Unit 15 05 Resources Question.mp4.mp4 12.5 MB
14. Game Theory/Unit 14 14 Tree Answer.mp4.mp4 12.4 MB
3. Probability in AI/Unit 3 6b Answer.mp4 12.4 MB
11. HMMs and Filters/Unit 11 08.mp4 Markov Chain Answer 2.mp4.mp4 12.4 MB
5. Machine Learning/Unit 5 46 Answer.mp4 12.4 MB
20. Robotics II/Unit 20 03 Measurement Answer.mp4.mp4 12.3 MB
6. Unsupervised Learning/Unit 6 1 Unsupervised Learning.mp4 12.3 MB
20. Robotics II/Unit 20 15 Conclusion.mp4.mp4 12.2 MB
10. Reinforcement Learning/Unit 10 15 Greedy Agent Results.mp4.mp4 12.2 MB
12. MDP review/Unit 10 15 Greedy Agent Results.mp4.mp4 12.2 MB
13. Games/Unit 13 29 Chance Answer.mp4.mp4 12.1 MB
21. Natural Language Processing/Unit 21 33 Segment Question 1.mp4.mp4 12.1 MB
17. Computer Vision II/Unit 17 15 Correspondence Answer.mp4.mp4 12.1 MB
2. Problem Solving/Unit 2, Topic 28, Optimistic Heuristics.mp4 12.0 MB
21. Natural Language Processing/Unit 21 16 Language Question.mp4.mp4 12.0 MB
21. Natural Language Processing/Unit 21 26 Segmentation.mp4.mp4 11.8 MB
3. Probability in AI/Unit 3 4 What We Learned.mp4 11.8 MB
7. Representation with Logic/Unit 7 2i Propositional Logic Limitations.mp4 11.8 MB
17. Computer Vision II/Unit 17 30 Pixel Correspondence Answer 2.mp4.mp4 11.8 MB
5. Machine Learning/Unit 5 17 Answer.mp4 11.7 MB
10. Reinforcement Learning/Unit 10 21 Q Learning 1.mp4.mp4 11.7 MB
12. MDP review/Unit 10 21 Q Learning 1.mp4.mp4 11.7 MB
13. Games/Unit 13 02 Technologies Question.mp4.mp4 11.7 MB
11. HMMs and Filters/Unit 11 01.mp4 Introduction.mp4.mp4 11.5 MB
5. Machine Learning/Unit 5 39 Answer.mp4 11.4 MB
11. HMMs and Filters/Unit 11 05.mp4 Markov Chain Question 1.mp4.mp4 11.4 MB
5. Machine Learning/Unit 5 19 Answer.mp4 11.4 MB
3. Probability in AI/Unit 3 14 Congratulations.mp4 11.3 MB
3. Probability in AI/Unit 3 3 Dependence.mp4 11.0 MB
3. Probability in AI/Unit 3 6e Answer.mp4 10.9 MB
13. Games/Unit 13 17 Review Question.mp4.mp4 10.8 MB
7. Representation with Logic/Unit 7 2e Question.mp4 10.7 MB
10. Reinforcement Learning/Unit 10 05 Forms of Learning Answer.mp4.mp4 10.7 MB
5. Machine Learning/Unit 5 35 More Linear Regression.mp4 10.6 MB
21. Natural Language Processing/Unit 21 11 N Gram Model Samples.mp4.mp4 10.6 MB
10. Reinforcement Learning/Unit 10 12 Weaknesses Question.mp4.mp4 10.5 MB
12. MDP review/Unit 10 12 Weaknesses Question.mp4.mp4 10.5 MB
17. Computer Vision II/Unit 17 03 Depth Answer.mp4.mp4 10.5 MB
13. Games/Unit 13 04 Games Question.mp4.mp4 10.5 MB
2. Problem Solving/Unit 2, Topic 16, Uniform Cost Termination.mp4 10.3 MB
10. Reinforcement Learning/Unit 10 19 Exploration Agents.mp4.mp4 10.2 MB
12. MDP review/Unit 10 19 Exploration Agents.mp4.mp4 10.2 MB
5. Machine Learning/Unit 5 26 Answer.mp4 10.2 MB
13. Games/Unit 13 09 Time Complexity Question.mp4.mp4 10.1 MB
13. Games/Unit 13 25 Pacman Question.mp4.mp4 10.1 MB
1. Welcome to AI/Unit 1w, 5 Checkers Answer.mp4 10.1 MB
14. Game Theory/Unit 14 25 Fed vs Politicians Question.mp4.mp4 10.1 MB
19. Robotics I/Unit 19 21 Localization Answer 2.mp4.mp4 9.9 MB
17. Computer Vision II/Unit 17 25 Alignment 2 Answer.mp4.mp4 9.8 MB
15. Advanced Planning/Unit 15 12 Reachable States Answer.mp4.mp4 9.8 MB
3. Probability in AI/Unit 3 13a Answer.mp4 9.8 MB
15. Advanced Planning/Unit 15 16 Sensory Plan Answer.mp4.mp4 9.7 MB
4. Probabilistic Inference/Unit 4, 6a Sampling Example.mp4 9.6 MB
14. Game Theory/Unit 14 29 Auction Answer.mp4.mp4 9.6 MB
5. Machine Learning/Unit 5 42 Answer.mp4 9.6 MB
16. Computer Vision I/Unit 16 36 Filter Results.mp4.mp4 9.5 MB
15. Advanced Planning/Unit 15 07 Extending Planning.mp4.mp4 9.3 MB
6. Unsupervised Learning/Unit 6 1c Answer.mp4 9.3 MB
8. Planning/Unit 8 1 Introduction.mp4 9.3 MB
1. Welcome to AI/Unit 1w, 15 Congratulations.mp4 9.3 MB
2. Problem Solving/Unit 2, Topic 6, Graph Search.mp4 9.2 MB
10. Reinforcement Learning/Unit 10 18 Errors in Utility Answers.mp4.mp4 9.2 MB
12. MDP review/Unit 10 18 Errors in Utility Answers.mp4.mp4 9.2 MB
19. Robotics I/Unit 19 06 Kinematic Question 1.mp4.mp4 9.1 MB
2. Problem Solving/Unit 2, Topic 30, State Space Diagram and More Complexity ANSWER.mp4 9.1 MB
15. Advanced Planning/Unit 15 04 Schedule Answer.mp4.mp4 9.1 MB
3. Probability in AI/Unit 3 13b D-Separation Example.mp4 9.0 MB
9. Planning under Uncertainty/Unit 9 27 Stochastic Answer 1.mp4 9.0 MB
15. Advanced Planning/Unit 15 02 Scheduling.mp4.mp4 8.9 MB
21. Natural Language Processing/Unit 21 03 Bag of Words.mp4.mp4 8.9 MB
20. Robotics II/Unit 20 06 Planning Question.mp4.mp4 8.9 MB
2. Problem Solving/Unit 2, Topic 24, A-Star Second Question.mp4 8.9 MB
10. Reinforcement Learning/Unit 10 11 Passive Agent Results.mp4.mp4 8.9 MB
12. MDP review/Unit 10 11 Passive Agent Results.mp4.mp4 8.9 MB
8. Planning/Unit 8 13 Finding a Successful Plan Answer.mp4 8.8 MB
21. Natural Language Processing/Unit 21 36 Segment Answer 2.mp4.mp4 8.8 MB
9. Planning under Uncertainty/Unit 9 20 Deterministic Question 1.mp4 8.7 MB
10. Reinforcement Learning/Unit 10 13 Weaknesses Answers.mp4.mp4 8.7 MB
12. MDP review/Unit 10 13 Weaknesses Answers.mp4.mp4 8.7 MB
4. Probabilistic Inference/Unit 4, 8c Likelihood Weighting Problems.mp4 8.7 MB
21. Natural Language Processing/Unit 21 08 Unigram Model Samples.mp4.mp4 8.7 MB
14. Game Theory/Unit 14 18 2x2 Game Question 1.mp4.mp4 8.6 MB
18. Computer Vision III/Unit 18 08 Recovered Unknowns Answer.mp4.mp4 8.6 MB
15. Advanced Planning/Unit 15 06 Resources Answer.mp4.mp4 8.5 MB
11. HMMs and Filters/Unit 11 19.mp4 Happy Grumpy Answer.mp4.mp4 8.5 MB
11. HMMs and Filters/Unit 11 02.mp4 Hidden Markov Models.mp4.mp4 8.4 MB
9. Planning under Uncertainty/Unit 9 33 Partial Observability Introduction.mp4 8.4 MB
14. Game Theory/Unit 14 07 Equilibrium Answer.mp4.mp4 8.3 MB
13. Games/Unit 13 28 Chance Question.mp4.mp4 8.3 MB
5. Machine Learning/Unit 5 3 Answer.mp4 8.3 MB
1. Welcome to AI/Unit 1w, 13 Chinese Translation Answer 2.mp4 8.3 MB
2. Problem Solving/Unit 2, Topic 27, A-Star Fifth Question ANSWER Mandatory.mp4 8.3 MB
18. Computer Vision III/Unit 18 09 Conclusion.mp4.mp4 8.3 MB
2. Problem Solving/Unit 2, Topic 29, State Spaces.mp4 8.2 MB
6. Unsupervised Learning/Unit 6 5f Question.mp4 8.2 MB
6. Unsupervised Learning/Unit 6 5o Answer.mp4 8.2 MB
21. Natural Language Processing/Unit 21 20 Trigram Model Question.mp4.mp4 8.2 MB
3. Probability in AI/Unit 3 6c Answer.mp4 8.2 MB
2. Problem Solving/Unit 2, Topic 14, Uniform Cost Search.mp4 8.1 MB
18. Computer Vision III/Unit 18 04 Projection Answer.mp4.mp4 8.0 MB
10. Reinforcement Learning/Unit 10 01 Introduction.mp4.mp4 8.0 MB
13. Games/Unit 13 34 Game Tree Question 2.mp4.mp4 8.0 MB
21. Natural Language Processing/Unit 21 32 Segment Code.mp4.mp4 8.0 MB
9. Planning under Uncertainty/Unit 9 30 Value Iterations and Policy 1.mp4 7.9 MB
10. Reinforcement Learning/Unit 10 14 Active Reinforcement Learning.mp4.mp4 7.9 MB
12. MDP review/Unit 10 14 Active Reinforcement Learning.mp4.mp4 7.9 MB
3. Probability in AI/Unit 3 2j Summary.mp4 7.8 MB
3. Probability in AI/Unit 3 9e Answer.mp4 7.8 MB
11. HMMs and Filters/Unit 11 28.mp4 Conclusion.mp4.mp4 7.8 MB
5. Machine Learning/Unit 5 52 Answer.mp4 7.7 MB
13. Games/Unit 13 13 Chess Question.mp4.mp4 7.7 MB
6. Unsupervised Learning/Unit 6 1b Question.mp4 7.6 MB
10. Reinforcement Learning/Unit 10 20 Exploration Agent Results.mp4.mp4 7.6 MB
12. MDP review/Unit 10 20 Exploration Agent Results.mp4.mp4 7.6 MB
17. Computer Vision II/Unit 17 28 Pixel Correspondence Answer 1.mp4.mp4 7.5 MB
20. Robotics II/Unit 20 10 Cost Answer.mp4.mp4 7.5 MB
6. Unsupervised Learning/Unit 6 5n Question.mp4 7.5 MB
2. Problem Solving/Unit 2, Topic 31, Sliding Blocks Puzzle ANSWER.mp4 7.4 MB
19. Robotics I/Unit 19 19 Localization Answer 1.mp4.mp4 7.3 MB
3. Probability in AI/Unit 3 13 D-Separation.mp4 7.3 MB
13. Games/Unit 13 31 Terminal State Answer.mp4.mp4 7.3 MB
16. Computer Vision I/Unit 16 47 Conclusion.mp4.mp4 7.3 MB
17. Computer Vision II/Unit 17 27 Pixel Correspondence Question 1.mp4.mp4 7.2 MB
3. Probability in AI/Unit 3 2 Probabilities.mp4 7.2 MB
11. HMMs and Filters/Unit 11 18.mp4 Happy Grumpy Question.mp4.mp4 7.2 MB
9. Planning under Uncertainty/Unit 9 25 Deterministic Answer 3.mp4 7.2 MB
8. Planning/Unit 8 9 Stochastic Environment Answer.mp4 7.2 MB
2. Problem Solving/Unit 2, Topic 12, Uniform Cost Search.mp4 7.2 MB
9. Planning under Uncertainty/Unit 9 14 Policy Answer 3 Question 4.mp4 7.1 MB
21. Natural Language Processing/Unit 21 34 Segment Answer 1.mp4.mp4 7.1 MB
16. Computer Vision I/Unit 16 04 Projection Length Answer.mp4.mp4 7.1 MB
3. Probability in AI/Unit 3 9a Answer.mp4 7.1 MB
19. Robotics I/Unit 19 11 Dynamic Answer.mp4.mp4 7.0 MB
7. Representation with Logic/Unit 7 2f Answer.mp4 7.0 MB
7. Representation with Logic/Unit 7 2b Answer.mp4 6.9 MB
12. MDP review/mdpreview 6 06 Convergence Answer.mp4.mp4 6.9 MB
2. Problem Solving/Unit 2, Topic 21, Completeness Answer.mp4 6.9 MB
23. Natural Language Processing II/Unit 22 09 PCFG Answer.mp4.mp4 6.8 MB
21. Natural Language Processing/Unit 21 12 N Gram Model Question.mp4.mp4 6.8 MB
2. Problem Solving/Unit 2, Topic 13, Uniform Cost Search.mp4 6.8 MB
9. Planning under Uncertainty/Unit 9 36 Planning Under Uncertainty Conclusion.mp4 6.8 MB
14. Game Theory/Unit 14 19 2x2 Game Answer 1.mp4.mp4 6.8 MB
18. Computer Vision III/Unit 18 03 Projection Question.mp4.mp4 6.8 MB
6. Unsupervised Learning/Unit 6 5q Clustering Summary.mp4 6.8 MB
3. Probability in AI/Unit 3 12e Answer.mp4 6.8 MB
3. Probability in AI/Unit 3 9b Question.mp4 6.7 MB
16. Computer Vision I/Unit 16 39 Other Masks.mp4.mp4 6.7 MB
6. Unsupervised Learning/Unit 6 7 Spectral Clustering.mp4 6.7 MB
10. Reinforcement Learning/Unit 10 25 Conclusion.mp4.mp4 6.6 MB
12. MDP review/Unit 10 25 Conclusion.mp4.mp4 6.6 MB
17. Computer Vision II/Unit 17 01 Introduction.mp4.mp4 6.6 MB
4. Probabilistic Inference/Unit 4, 10b Monty Hall Letter.mp4 6.6 MB
17. Computer Vision II/Unit 17 08 Solve Depth Question.mp4.mp4 6.5 MB
16. Computer Vision I/Unit 16 07 Range Question.mp4.mp4 6.5 MB
15. Advanced Planning/Unit 15 01 Introduction.mp4.mp4 6.4 MB
17. Computer Vision II/Unit 17 21 Context Answer.mp4.mp4 6.4 MB
9. Planning under Uncertainty/Unit 9 34 POMDP vs MDP.mp4 6.4 MB
19. Robotics I/Unit 19 05 Robotics Answer.mp4.mp4 6.3 MB
9. Planning under Uncertainty/Unit 9 01 Introduction.mp4 6.3 MB
3. Probability in AI/Unit 3 12d Question.mp4 6.3 MB
16. Computer Vision I/Unit 16 12 Vanishing Points Answer.mp4.mp4 6.2 MB
11. HMMs and Filters/Unit 11 14.mp4 Transition Probabilities Answer.mp4.mp4 6.2 MB
13. Games/Unit 13 35 Game Tree Answer 2.mp4.mp4 6.1 MB
4. Probabilistic Inference/Unit 4, 4c Answer.mp4 6.1 MB
17. Computer Vision II/Unit 17 14 Correspondence Question.mp4.mp4 6.1 MB
6. Unsupervised Learning/Unit 6 4d Answer.mp4 6.1 MB
6. Unsupervised Learning/Unit 6 5c Answer.mp4 6.0 MB
9. Planning under Uncertainty/Unit 9 09 Policy Question 1.mp4 6.0 MB
14. Game Theory/Unit 14 03 Dominant Strategy Answer.mp4.mp4 6.0 MB
17. Computer Vision II/Unit 17 29 Pixel Correspondence Question 2.mp4.mp4 6.0 MB
16. Computer Vision I/Unit 16 26 Importance of Invariance.mp4.mp4 5.9 MB
21. Natural Language Processing/Unit 21 28 Probabilistic Model Question.mp4.mp4 5.9 MB
6. Unsupervised Learning/Unit 6 5g Answer.mp4 5.9 MB
5. Machine Learning/Unit 5 9 Answer.mp4 5.9 MB
3. Probability in AI/Unit 3 11b Question.mp4 5.9 MB
2. Problem Solving/Unit 2, Topic 7, Graph Search Answer.mp4 5.9 MB
13. Games/Unit 13 03 Technologies Answer.mp4.mp4 5.9 MB
16. Computer Vision I/Unit 16 25 Final Invariance Type.mp4.mp4 5.9 MB
4. Probabilistic Inference/Unit 4, 8a Answer.mp4 5.8 MB
4. Probabilistic Inference/Unit 4, 3c Second Answer.mp4 5.8 MB
14. Game Theory/Unit 14 04 Pareto Optimal Question.mp4.mp4 5.8 MB
19. Robotics I/Unit 19 07 Kinematic Answer 1.mp4.mp4 5.8 MB
12. MDP review/mdpreview 1 03 Single Backup Question.mp4.mp4 5.7 MB
2. Problem Solving/Unit 2, Topic 26, A-Star Fourth Question.mp4 5.7 MB
5. Machine Learning/Unit 5 13 Answer.mp4 5.7 MB
6. Unsupervised Learning/Unit 6 6g Piece-Wise Linear Projection.mp4 5.7 MB
13. Games/Unit 13 15 Complexity Reduction Question.mp4.mp4 5.6 MB
3. Probability in AI/Unit 3 2i Answer.mp4 5.6 MB
21. Natural Language Processing/Unit 21 18 Letter Bigram Question.mp4.mp4 5.6 MB
19. Robotics I/Unit 19 18 Localization Question 1.mp4.mp4 5.5 MB
15. Advanced Planning/Unit 15 15 Sensory Plan Question.mp4.mp4 5.5 MB
19. Robotics I/Unit 19 04 Robotics Question.mp4.mp4 5.5 MB
4. Probabilistic Inference/Unit 4, 4d Even More Variable Elimination.mp4 5.5 MB
2. Problem Solving/Unit 2, Topic 9, More Graph Search.mp4 5.4 MB
13. Games/Unit 13 12 Space Complexity Answer.mp4.mp4 5.4 MB
5. Machine Learning/Unit 5 15 Answer.mp4 5.4 MB
9. Planning under Uncertainty/Unit 9 06 Branching Factor Question.mp4 5.4 MB
5. Machine Learning/Unit 5 32 Answer.mp4 5.4 MB
16. Computer Vision I/Unit 16 43 Gaussian Kernel Answer.mp4.mp4 5.4 MB
6. Unsupervised Learning/Unit 6 7a Answer.mp4 5.4 MB
3. Probability in AI/Unit 3 6a Answer and Cancer Test.mp4 5.3 MB
14. Game Theory/Unit 14 06 Equilibrium Question.mp4.mp4 5.3 MB
3. Probability in AI/Unit 3 2f Question.mp4 5.3 MB
19. Robotics I/Unit 19 13 Helicopter Answer 1.mp4.mp4 5.3 MB
2. Problem Solving/Unit 2, Topic 29, State Spaces ANSWER.mp4 5.3 MB
6. Unsupervised Learning/Unit 6 6c Answer.mp4 5.2 MB
4. Probabilistic Inference/Unit 4, 4b More Variable Elimination.mp4 5.2 MB
1. Welcome to AI/Unit 1w, 7 Poker Answer.mp4 5.2 MB
21. Natural Language Processing/Unit 21 09 Bigram Model Samples.mp4.mp4 5.2 MB
5. Machine Learning/Unit 5 43 Question.mp4 5.2 MB
17. Computer Vision II/Unit 17 24 Alignment 2 Question.mp4.mp4 5.2 MB
12. MDP review/mdpreview 1 08 Optimal Policy Answer.mp4.mp4 5.2 MB
16. Computer Vision I/Unit 16 08 Range Answer.mp4.mp4 5.1 MB
3. Probability in AI/Unit 3 5 Weather Quiz.mp4 5.1 MB
3. Probability in AI/Unit 3 9d Absolute vs Conditional Independence.mp4 5.1 MB
5. Machine Learning/Unit 5 16 Question.mp4 5.1 MB
13. Games/Unit 13 18 Review Answer.mp4.mp4 5.1 MB
21. Natural Language Processing/Unit 21 15 Probability Answer.mp4.mp4 5.0 MB
13. Games/Unit 13 21 Reduce B Answer.mp4.mp4 5.0 MB
7. Representation with Logic/Unit 7 2c Question.mp4 5.0 MB
12. MDP review/mdpreview 1 05 Convergence Question.mp4.mp4 5.0 MB
3. Probability in AI/Unit 3 12f Value of the Network.mp4 4.9 MB
11. HMMs and Filters/Unit 11 07.mp4 Markov Chain Question 2.mp4.mp4 4.9 MB
17. Computer Vision II/Unit 17 31 Finding the Best Alignment.mp4.mp4 4.9 MB
6. Unsupervised Learning/Unit 6 6 Dimensionality Reduction.mp4 4.9 MB
6. Unsupervised Learning/Unit 6 1a Answer.mp4 4.9 MB
17. Computer Vision II/Unit 17 23 Alignment 1 Answer.mp4.mp4 4.8 MB
6. Unsupervised Learning/Unit 6 4f Answer.mp4 4.8 MB
1. Welcome to AI/Unit 1w, 9 Robotic Car Answer.mp4 4.8 MB
14. Game Theory/Unit 14 20 2x2 Game Question 2.mp4.mp4 4.8 MB
21. Natural Language Processing/Unit 21 10 Trigram Model Samples.mp4.mp4 4.8 MB
13. Games/Unit 13 01 Introduction.mp4.mp4 4.7 MB
17. Computer Vision II/Unit 17 12 Focal Length Question.mp4.mp4 4.7 MB
21. Natural Language Processing/Unit 21 35 Segment Question 2.mp4.mp4 4.7 MB
19. Robotics I/Unit 19 15 Helicopter Answer 2.mp4.mp4 4.7 MB
21. Natural Language Processing/Unit 21 23 Classification Question.mp4.mp4 4.7 MB
5. Machine Learning/Unit 5 23 Question.mp4 4.6 MB
14. Game Theory/Unit 14 09 Game Console Answer 1.mp4.mp4 4.6 MB
3. Probability in AI/Unit 3 7b Answer.mp4 4.5 MB
19. Robotics I/Unit 19 09 Kinematic Answer 2.mp4.mp4 4.5 MB
11. HMMs and Filters/Unit 11 20.mp4 Wow You Understand.mp4.mp4 4.5 MB
19. Robotics I/Unit 19 20 Localization Question 2.mp4.mp4 4.5 MB
18. Computer Vision III/Unit 18 02 Structure from Motion Answer.mp4.mp4 4.5 MB
4. Probabilistic Inference/Unit 4, 4a Answer.mp4 4.4 MB
12. MDP review/mdpreview 1 07 Optimal Policy Question.mp4.mp4 4.4 MB
16. Computer Vision I/Unit 16 30 Extracting Features Answer.mp4.mp4 4.3 MB
5. Machine Learning/Unit 5 45 Question.mp4 4.3 MB
19. Robotics I/Unit 19 03 Robotics Introduction.mp4.mp4 4.3 MB
6. Unsupervised Learning/Unit 6 5l Question.mp4 4.3 MB
17. Computer Vision II/Unit 17 10 Change in X Question.mp4.mp4 4.3 MB
13. Games/Unit 13 11 Space Complexity Question.mp4.mp4 4.3 MB
15. Advanced Planning/Unit 15 14 Conformant Plan Answer.mp4.mp4 4.3 MB
4. Probabilistic Inference/Unit 4, 3g Fourth Answer.mp4 4.3 MB
2. Problem Solving/Unit 2, Topic 25, A-Star Third Question.mp4 4.3 MB
17. Computer Vision II/Unit 17 02 Depth Question.mp4.mp4 4.2 MB
2. Problem Solving/Unit 2, Topic 26, A-Star Fourth Question ANSWER.mp4 4.2 MB
21. Natural Language Processing/Unit 21 06 Language Models Question.mp4.mp4 4.1 MB
23. Natural Language Processing II/Unit 22 08 PCFG Question.mp4.mp4 4.1 MB
5. Machine Learning/Unit 5 18 Question.mp4 4.1 MB
17. Computer Vision II/Unit 17 05 Stereo Question.mp4.mp4 4.1 MB
16. Computer Vision I/Unit 16 11 Vanishing Points Question.mp4.mp4 4.1 MB
9. Planning under Uncertainty/Unit 9 15 Policy Answer 4.mp4 4.1 MB
3. Probability in AI/Unit 3 2g Answer.mp4 4.1 MB
2. Problem Solving/Unit 2, Topic 10, Graph Search Answer.mp4 4.1 MB
16. Computer Vision I/Unit 16 06 Focal Length Answer.mp4.mp4 4.0 MB
16. Computer Vision I/Unit 16 03 Projection Length Question.mp4.mp4 4.0 MB
9. Planning under Uncertainty/Unit 9 26 Stochastic Question 1.mp4 4.0 MB
12. MDP review/mdpreview 1 04 Single Backup Answer.mp4.mp4 3.9 MB
16. Computer Vision I/Unit 16 33 Horizontal Edge Answer.mp4.mp4 3.9 MB
5. Machine Learning/Unit 5 20 Question.mp4 3.9 MB
4. Probabilistic Inference/Unit 4, 3a Answer.mp4 3.9 MB
3. Probability in AI/Unit 3 5d Question.mp4 3.8 MB
3. Probability in AI/Unit 3 12a Answer.mp4 3.8 MB
16. Computer Vision I/Unit 16 21 Invariance Question D.mp4.mp4 3.8 MB
5. Machine Learning/Unit 5 44 Answer.mp4 3.8 MB
3. Probability in AI/Unit 3 2a Answer.mp4 3.7 MB
16. Computer Vision I/Unit 16 32 Horizontal Edge Question.mp4.mp4 3.7 MB
16. Computer Vision I/Unit 16 05 Focal Length Question.mp4.mp4 3.7 MB
5. Machine Learning/Unit 5 25 Question.mp4 3.7 MB
6. Unsupervised Learning/Unit 6 5e Answer.mp4 3.7 MB
16. Computer Vision I/Unit 16 29 Extracting Features Question.mp4.mp4 3.7 MB
1. Welcome to AI/Unit 1w, 8 Robotic Car.mp4 3.7 MB
16. Computer Vision I/Unit 16 17 Invariance Question B.mp4.mp4 3.7 MB
21. Natural Language Processing/Unit 21 29 Probabilistic Model Answer.mp4.mp4 3.6 MB
16. Computer Vision I/Unit 16 18 Invariance Answer B.mp4.mp4 3.6 MB
16. Computer Vision I/Unit 16 35 Vertical Filter Answer.mp4.mp4 3.5 MB
3. Probability in AI/Unit 3 12b Question.mp4 3.5 MB
3. Probability in AI/Unit 3 6 Cancer Quiz.mp4 3.5 MB
13. Games/Unit 13 32 Game Tree Question 1.mp4.mp4 3.5 MB
11. HMMs and Filters/Unit 11 13.mp4 Transition Probabilities Question.mp4.mp4 3.4 MB
21. Natural Language Processing/Unit 21 24 Classification Answer.mp4.mp4 3.4 MB
16. Computer Vision I/Unit 16 20 Invariance Answer C.mp4.mp4 3.4 MB
9. Planning under Uncertainty/Unit 9 28 Stochastic Question 2.mp4 3.4 MB
14. Game Theory/Unit 14 11 Game Console Answer 2.mp4.mp4 3.4 MB
9. Planning under Uncertainty/Unit 9 23 Deterministic Answer 2.mp4 3.3 MB
3. Probability in AI/Unit 3 2c Answer.mp4 3.3 MB
3. Probability in AI/Unit 3 12c Answer.mp4 3.2 MB
4. Probabilistic Inference/Unit 4, 4e Answer.mp4 3.2 MB
8. Planning/Unit 8 6 Sensorless Vacuum Cleaner Answer.mp4 3.2 MB
13. Games/Unit 13 33 Game Tree Answer 1.mp4.mp4 3.2 MB
4. Probabilistic Inference/Unit 4, 4f Summary.mp4 3.2 MB
19. Robotics I/Unit 19 12 Helicopter Question 1.mp4.mp4 3.1 MB
6. Unsupervised Learning/Unit 6 5k Answer.mp4 3.1 MB
6. Unsupervised Learning/Unit 6 7d Question.mp4 3.1 MB
16. Computer Vision I/Unit 16 19 Invariance Question C.mp4.mp4 3.1 MB
21. Natural Language Processing/Unit 21 13 N Gram Model Answer.mp4.mp4 3.1 MB
4. Probabilistic Inference/Unit 4, 8b Likelihood Weighting is Consistent.mp4 3.1 MB
9. Planning under Uncertainty/Unit 9 07 Branching Factor Answer.mp4 3.1 MB
6. Unsupervised Learning/Unit 6 5h Gaussian Summary.mp4 3.0 MB
9. Planning under Uncertainty/Unit 9 21 Deterministic Answer 1.mp4 3.0 MB
4. Probabilistic Inference/Unit 4, 3h Causal Direction.mp4 3.0 MB
14. Game Theory/Unit 14 05 Pareto Optimal Answer.mp4.mp4 2.9 MB
2. Problem Solving/Unit 2, Topic 23, A-Star Search ANSWER.mp4 2.9 MB
21. Natural Language Processing/Unit 21 19 Letter Bigram Answer.mp4.mp4 2.9 MB
16. Computer Vision I/Unit 16 34 Vertical Filter Question.mp4.mp4 2.9 MB
5. Machine Learning/Unit 5 10 Question.mp4 2.9 MB
17. Computer Vision II/Unit 17 13 Focal Length Answer.mp4.mp4 2.9 MB
5. Machine Learning/Unit 5 11 Answer.mp4 2.9 MB
17. Computer Vision II/Unit 17 11 Change in X Answer.mp4.mp4 2.8 MB
11. HMMs and Filters/Unit 11 10.mp4 Stationary Distribution Question-.mp4.mp4 2.8 MB
6. Unsupervised Learning/Unit 6 4b Answer.mp4 2.8 MB
3. Probability in AI/Unit 3 5b Question.mp4 2.8 MB
17. Computer Vision II/Unit 17 09 Solve Depth Answer.mp4.mp4 2.7 MB
6. Unsupervised Learning/Unit 6 4c Question.mp4 2.7 MB
20. Robotics II/Unit 20 05 Resampling Answer.mp4.mp4 2.7 MB
2. Problem Solving/Unit 2, Topic 15, Uniform Cost Search.mp4 2.7 MB
3. Probability in AI/Unit 3 2d Question.mp4 2.7 MB
9. Planning under Uncertainty/Unit 9 13 Policy Question 3.mp4 2.7 MB
19. Robotics I/Unit 19 08 Kinematic Question 2.mp4.mp4 2.6 MB
16. Computer Vision I/Unit 16 40 Prewitt Mask Question.mp4.mp4 2.6 MB
3. Probability in AI/Unit 3 2e Answer.mp4 2.6 MB
2. Problem Solving/Unit 2, Topic 24, A-Star Second Question ANSWER.mp4 2.6 MB
16. Computer Vision I/Unit 16 23 Invariance Question E.mp4.mp4 2.4 MB
13. Games/Unit 13 10 Time Complexity Answer.mp4.mp4 2.4 MB
13. Games/Unit 13 14 Chess Answer.mp4.mp4 2.3 MB
1. Welcome to AI/Unit 1w, 6 Poker.mp4 2.3 MB
3. Probability in AI/Unit 3 8c Question.mp4 2.3 MB
6. Unsupervised Learning/Unit 6 7e Answer.mp4 2.3 MB
6. Unsupervised Learning/Unit 6 6a Answer.mp4 2.2 MB
4. Probabilistic Inference/Unit 4, 3b Second Question.mp4 2.2 MB
12. MDP review/mdpreview 1 02 Deterministic Answer.mp4.mp4 2.2 MB
21. Natural Language Processing/Unit 21 21 Trigram Model Answer.mp4.mp4 2.1 MB
17. Computer Vision II/Unit 17 17 Determine Correspondence Answer.mp4.mp4 2.1 MB
20. Robotics II/Unit 20 07 Planning Answer.mp4.mp4 2.1 MB
4. Probabilistic Inference/Unit 4, 3e Third Answer.mp4 2.0 MB
4. Probabilistic Inference/Unit 4, 1a Answer.mp4 2.0 MB
9. Planning under Uncertainty/Unit 9 24 Deterministic Question 3.mp4 2.0 MB
4. Probabilistic Inference/Unit 4, 3d Third Question.mp4 2.0 MB
19. Robotics I/Unit 19 10 Dynamic Question.mp4.mp4 2.0 MB
6. Unsupervised Learning/Unit 6 5d Question.mp4 2.0 MB
6. Unsupervised Learning/Unit 6 4e Question.mp4 1.9 MB
16. Computer Vision I/Unit 16 22 Invariance Answer D.mp4.mp4 1.9 MB
13. Games/Unit 13 30 Terminal State Question.mp4.mp4 1.9 MB
16. Computer Vision I/Unit 16 41 Prewitt Mask Answer.mp4.mp4 1.8 MB
2. Problem Solving/Unit 2, Topic 8, Graph Search Answer.mp4 1.8 MB
14. Game Theory/Unit 14 10 Game Console Question 2.mp4.mp4 1.8 MB
2. Problem Solving/Unit 2, Topic 25, A-Star Third Question ANSWER.mp4 1.8 MB
3. Probability in AI/Unit 3 2h Question.mp4 1.7 MB
6. Unsupervised Learning/Unit 6 5m Answer.mp4 1.7 MB
3. Probability in AI/Unit 3 2b Question.mp4 1.6 MB
9. Planning under Uncertainty/Unit 9 18 Value Iteration 2.mp4 1.5 MB
3. Probability in AI/Unit 3 6d Question.mp4 1.5 MB
9. Planning under Uncertainty/Unit 9 12 Policy Answer 2.mp4 1.5 MB
16. Computer Vision I/Unit 16 16 Invariance Answer A.mp4.mp4 1.5 MB
13. Games/Unit 13 20 Reduce B Question.mp4.mp4 1.5 MB
16. Computer Vision I/Unit 16 24 Invariance Answer E.mp4.mp4 1.4 MB
6. Unsupervised Learning/Unit 6 6b Question.mp4 1.4 MB
9. Planning under Uncertainty/Unit 9 22 Deterministic Question 2.mp4 1.4 MB
4. Probabilistic Inference/Unit 4, 3f Fourth Question.mp4 1.3 MB
21. Natural Language Processing/Unit 21 40 Software Engineering.mp4.mp4 1.2 MB
9. Planning under Uncertainty/Unit 9 10 Policy Answer 1.mp4 1.2 MB
19. Robotics I/Unit 19 14 Helicopter Question 2.mp4.mp4 1.1 MB
9. Planning under Uncertainty/Unit 9 11 Policy Question 2.mp4 1.0 MB
3. Probability in AI/Unit 3 5a Answer.mp4 1.0 MB
13. Games/Unit 13 16 Complexity Reduction Answer.mp4.mp4 919.8 KB
3. Probability in AI/Unit 3 5c Answer.mp4 892.1 KB
6. Unsupervised Learning/Unit 6 7c Answer.mp4 817.1 KB
Reading from book.docx 15.4 KB
10. Reinforcement Learning/subtitles/Unit 10 10 Passive Temporal Difference Learning.mp4.srt 10.2 KB
12. MDP review/subtitles/Unit 10 10 Passive Temporal Difference Learning.mp4.srt 10.2 KB
6. Unsupervised Learning/subtitles/Unit 6 7b Spectral Clustering Algorithm.srt 10.2 KB
9. Planning under Uncertainty/subtitles/Unit 9 35 POMDP.srt 9.5 KB
1. Welcome to AI/subtitles/Unit 1w, 3 Applications of AI.srt 9.3 KB
1. Welcome to AI/Unit 1w, 3 Applications of AI.srt 9.3 KB
5. Machine Learning/subtitles/Unit 5 49 Answer and SVMs.srt 8.9 KB
3. Probability in AI/subtitles/Unit 3 1 Introduction.srt 8.6 KB
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17. Computer Vision II/subtitles/Unit 17 16 Determine Correspondence Question.mp4.srt 3.2 KB
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16. Computer Vision I/subtitles/Unit 16 13 Lenses.mp4.srt 3.0 KB
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17. Computer Vision II/subtitles/Unit 17 18 SSD Minimization.mp4.srt 3.0 KB
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15. Advanced Planning/subtitles/Unit 15 13 Conformant Plan Question.mp4.srt 3.0 KB
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12. MDP review/subtitles/Unit 10 07 Solving a MDP.mp4.srt 2.8 KB
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13. Games/subtitles/Unit 13 06 Single Player Game.mp4.srt 2.7 KB
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18. Computer Vision III/subtitles/Unit 18 07 Recovered Unknowns Question.mp4.srt 2.7 KB
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5. Machine Learning/subtitles/Unit 5 50 k Nearest Neighbors.srt 2.6 KB
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17. Computer Vision II/subtitles/Unit 17 07 Solving for Depth.mp4.srt 2.6 KB
16. Computer Vision I/subtitles/Unit 16 27 Greyscale Images.mp4.srt 2.6 KB
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21. Natural Language Processing/subtitles/Unit 21 31 Best Segmentation 2.mp4.srt 2.5 KB
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12. MDP review/subtitles/Unit 10 12 Weaknesses Question.mp4.srt 2.0 KB
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21. Natural Language Processing/subtitles/Unit 21 11 N Gram Model Samples.mp4.srt 1.7 KB
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5. Machine Learning/subtitles/Unit 5 39 Answer.srt 1.3 KB
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5. Machine Learning/subtitles/Unit 5 42 Answer.srt 1.3 KB
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5. Machine Learning/subtitles/Unit 5 52 Answer.srt 1.1 KB
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19. Robotics I/subtitles/Unit 19 20 Localization Question 2.mp4.srt 669 bytes
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5. Machine Learning/subtitles/Unit 5 32 Answer.srt 614 bytes
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5. Machine Learning/subtitles/Unit 5 43 Question.srt 550 bytes
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19. Robotics I/subtitles/Unit 19 12 Helicopter Question 1.mp4.srt 462 bytes
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6. Unsupervised Learning/subtitles/Unit 6 7d Question.srt 453 bytes
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12. MDP review/subtitles/mdpreview 1 04 Single Backup Answer.mp4.srt 436 bytes
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5. Machine Learning/subtitles/Unit 5 44 Answer.srt 421 bytes
16. Computer Vision I/subtitles/Unit 16 40 Prewitt Mask Question.mp4.srt 419 bytes
5. Machine Learning/subtitles/Unit 5 10 Question.srt 413 bytes
13. Games/subtitles/Unit 13 14 Chess Answer.mp4.srt 398 bytes
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9. Planning under Uncertainty/subtitles/Unit 9 24 Deterministic Question 3.srt 379 bytes
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3. Probability in AI/subtitles/Unit 3 12c Answer.srt 370 bytes
5. Machine Learning/subtitles/Unit 5 11 Answer.srt 369 bytes
19. Robotics I/subtitles/Unit 19 10 Dynamic Question.mp4.srt 365 bytes
6. Unsupervised Learning/subtitles/Unit 6 6a Answer.srt 365 bytes
2. Problem Solving/subtitles/Unit 2, Topic 25, A-Star Third Question.srt 364 bytes
4. Probabilistic Inference/subtitles/Unit 4, 8b Likelihood Weighting is Consistent.srt 360 bytes
6. Unsupervised Learning/subtitles/Unit 6 4b Answer.srt 359 bytes
17. Computer Vision II/subtitles/Unit 17 13 Focal Length Answer.mp4.srt 358 bytes
2. Problem Solving/subtitles/Unit 2, Topic 15, Uniform Cost Search.srt 354 bytes
5. Machine Learning/subtitles/Unit 5 20 Question.srt 346 bytes
19. Robotics I/subtitles/Unit 19 08 Kinematic Question 2.mp4.srt 345 bytes
3. Probability in AI/subtitles/Unit 3 12a Answer.srt 343 bytes
13. Games/subtitles/Unit 13 10 Time Complexity Answer.mp4.srt 342 bytes
13. Games/subtitles/Unit 13 33 Game Tree Answer 1.mp4.srt 339 bytes
21. Natural Language Processing/subtitles/Unit 21 13 N Gram Model Answer.mp4.srt 331 bytes
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11. HMMs and Filters/subtitles/Unit 11 10.mp4 Stationary Distribution Question-.mp4.srt 328 bytes
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16. Computer Vision I/subtitles/Unit 16 22 Invariance Answer D.mp4.srt 310 bytes
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17. Computer Vision II/subtitles/Unit 17 09 Solve Depth Answer.mp4.srt 290 bytes
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21. Natural Language Processing/subtitles/Unit 21 21 Trigram Model Answer.mp4.srt 282 bytes
13. Games/subtitles/Unit 13 30 Terminal State Question.mp4.srt 280 bytes
16. Computer Vision I/subtitles/Unit 16 24 Invariance Answer E.mp4.srt 272 bytes
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1. Welcome to AI/Unit 1w, 6 Poker.srt 262 bytes
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