Create Tool:Azureus/4.7.0.2
Create Time:2011-12-22 09:28:22
File Size:4.29 GB
File Count:1310
File Hash:e0a9bbdc75fea527c280f9cbbc8ce59dee159347
| Conditional Independence Writeup.pdf | 502.91 KB |
| Finals/Appends.txt | 704 B |
| Finals/Finals Question 1 - Explination.flv | 3.68 MB |
| Finals/Finals Question 1 - Search.flv | 4.31 MB |
| Finals/Finals Question 1.jpg | 28.09 KB |
| Finals/Finals Question 10 - Explination.flv | 1.09 MB |
| Finals/Finals Question 10 - Stereo Vision.flv | 1.21 MB |
| Finals/Finals Question 10.jpg | 22.92 KB |
| Finals/Finals Question 11 - Explination.flv | 1.89 MB |
| Finals/Finals Question 11 - Towards Structure From Motion.flv | 3.58 MB |
| Finals/Finals Question 11.jpg | 26.86 KB |
| Finals/Finals Question 12 - Explination.flv | 3.60 MB |
| Finals/Finals Question 12 - Self-Driving Cars.flv | 4.14 MB |
| Finals/Finals Question 12.jpg | 27.69 KB |
| Finals/Finals Question 2 - Bayes Networks.flv | 3.82 MB |
| Finals/Finals Question 2 - Explination.flv | 3.37 MB |
| Finals/Finals Question 2.jpg | 25.34 KB |
| Finals/Finals Question 3 - Explination.flv | 3.06 MB |
| Finals/Finals Question 3 - Machine Learning.flv | 2.75 MB |
| Finals/Finals Question 3.jpg | 30.43 KB |
| Finals/Finals Question 4 - Explination.flv | 6.64 MB |
| Finals/Finals Question 4 - Planning.flv | 11.06 MB |
| Finals/Finals Question 4.jpg | 29.76 KB |
| Finals/Finals Question 5 - Explination.flv | 5.09 MB |
| Finals/Finals Question 5 - Logic.flv | 4.64 MB |
| Finals/Finals Question 5.jpg | 25.78 KB |
| Finals/Finals Question 6 - Explination.flv | 4.33 MB |
| Finals/Finals Question 6 - Particle Filters.flv | 4.54 MB |
| Finals/Finals Question 6.jpg | 23.12 KB |
| Finals/Finals Question 7 - Explination.flv | 1.38 MB |
| Finals/Finals Question 7 - Particle Filters and Basic Probability.flv | 1.95 MB |
| Finals/Finals Question 7.jpg | 25.42 KB |
| Finals/Finals Question 8 - Alpha-Beta Pruning.flv | 1.78 MB |
| Finals/Finals Question 8 - Explination.flv | 2.83 MB |
| Finals/Finals Question 8.jpg | 22.86 KB |
| Finals/Finals Question 9 - Explination.flv | 3.84 MB |
| Finals/Finals Question 9 - Perspective Projection.flv | 3.10 MB |
| Finals/Finals Question 9.jpg | 27.27 KB |
| Finals/printable_final.pdf | 257.99 KB |
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| Homework 2/HW 2-6 Quiz.jpg | 11.65 KB |
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| Homework 4/HW 4-9 Quiz.jpg | 23.55 KB |
| Homework 4/HW 4-9 Situation Calculus.flv | 14.34 MB |
| Homework 5/Appends.txt | 991 B |
| Homework 5/HW 5-1 Explination.flv | 2.78 MB |
| Homework 5/HW 5-1 Q Learning.flv | 4.52 MB |
| Homework 5/HW 5-1 Quiz.jpg | 36.50 KB |
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| Homework 5/HW 5-2 Quiz.jpg | 32.27 KB |
| Homework 5/HW 5-3 Explination.flv | 3.03 MB |
| Homework 5/HW 5-3 Passive RL Agent.flv | 3.25 MB |
| Homework 5/HW 5-3 Quiz.jpg | 26.71 KB |
| Homework 6/Appends.txt | 103 B |
| Homework 6/HW 6-1 Explination.flv | 3.25 MB |
| Homework 6/HW 6-1 Max Likelihood Question.flv | 3.40 MB |
| Homework 6/HW 6-1 Quiz.jpg | 22.01 KB |
| Homework 6/HW 6-10 Explination.flv | 3.50 MB |
| Homework 6/HW 6-10 Game Tree Question.flv | 3.25 MB |
| Homework 6/HW 6-10 Quiz.jpg | 20.27 KB |
| Homework 6/HW 6-11 Explination.flv | 1.83 MB |
| Homework 6/HW 6-11 Quiz.jpg | 18.01 KB |
| Homework 6/HW 6-11 Strategy Question.flv | 915.33 KB |
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| Homework 6/HW 6-2 Quiz.jpg | 10.58 KB |
| Homework 6/HW 6-2 Stationary Distribution Question.flv | 1.51 MB |
| Homework 6/HW 6-3 Explination.flv | 6.15 MB |
| Homework 6/HW 6-3 HMM Question.flv | 3.75 MB |
| Homework 6/HW 6-3 Quiz.jpg | 16.72 KB |
| Homework 6/HW 6-4 Explination.flv | 1.54 MB |
| Homework 6/HW 6-4 Particle Filter Question 1.flv | 2.55 MB |
| Homework 6/HW 6-4 Quiz.jpg | 14.53 KB |
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| Homework 6/HW 6-5 Particle Filter Question 2.flv | 2.78 MB |
| Homework 6/HW 6-5 Quiz.jpg | 11.09 KB |
| Homework 6/HW 6-6 Explination.flv | 3.07 MB |
| Homework 6/HW 6-6 Particle Filter Question 3.flv | 1.93 MB |
| Homework 6/HW 6-6 Quiz.jpg | 18.83 KB |
| Homework 6/HW 6-7 Explination.flv | 1.99 MB |
| Homework 6/HW 6-7 Particle Filter Question 4.flv | 1.13 MB |
| Homework 6/HW 6-7 Quiz.jpg | 17.76 KB |
| Homework 6/HW 6-8 Explination.flv | 1.08 MB |
| Homework 6/HW 6-8 Max Min Question.flv | 1.39 MB |
| Homework 6/HW 6-8 Quiz.jpg | 13.10 KB |
| Homework 6/HW 6-9 Explination.flv | 534.55 KB |
| Homework 6/HW 6-9 Quiz.jpg | 14.30 KB |
| Homework 6/HW 6-9 Scheduling Question.flv | 977.00 KB |
| Homework 7/append7-3.png | 2.21 KB |
| Homework 7/Appends.txt | 543 B |
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| Homework 7/HW 7-1 Perspective Projection.flv | 5.18 MB |
| Homework 7/HW 7-1 Quiz.jpg | 15.12 KB |
| Homework 7/HW 7-2 Explination.flv | 3.33 MB |
| Homework 7/HW 7-2 Linear or Not.flv | 4.86 MB |
| Homework 7/HW 7-2 Quiz.jpg | 15.11 KB |
| Homework 7/HW 7-3 Explination.flv | 3.00 MB |
| Homework 7/HW 7-3 Quiz.jpg | 13.67 KB |
| Homework 7/HW 7-4 Explination.flv | 3.98 MB |
| Homework 7/HW 7-4 Quiz.jpg | 14.38 KB |
| Homework 7/HW 7-4 Stereo.flv | 5.55 MB |
| Homework 7/HW 7-5 Correspondence in Stereo.flv | 3.32 MB |
| Homework 7/HW 7-5 Explination.flv | 2.42 MB |
| Homework 7/HW 7-5 Quiz.jpg | 13.93 KB |
| Homework 7/HW 7-6 Explination.flv | 2.92 MB |
| Homework 7/HW 7-6 Quiz.jpg | 15.37 KB |
| Homework 7/HW 7-6 Structure from Motion.flv | 4.11 MB |
| Homework 8/Appends.txt | 518 B |
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| Homework 8/HW 8-1 Quiz.jpg | 21.04 KB |
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| Homework 8/HW 8-4 Quiz.jpg | 16.07 KB |
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| Homework 8/HW 8-7 Motion Model.flv | 2.71 MB |
| Homework 8/HW 8-7 Quiz.jpg | 12.07 KB |
| Midterm/Appends.txt | 572 B |
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| Midterm/Midterm Question 1 - Agents and Environments.flv | 3.19 MB |
| Midterm/Midterm Question 1.jpg | 32.67 KB |
| Midterm/Midterm Question 10 - Linear Regression.flv | 1.29 MB |
| Midterm/Midterm Question 10 Explination.flv | 2.14 MB |
| Midterm/Midterm Question 10.jpg | 19.98 KB |
| Midterm/Midterm Question 11 - K-Means Clustering.flv | 1.34 MB |
| Midterm/Midterm Question 11 Explination.flv | 2.02 MB |
| Midterm/Midterm Question 11.jpg | 22.61 KB |
| Midterm/Midterm Question 12 - Logic.flv | 2.86 MB |
| Midterm/Midterm Question 12 Explination.flv | 8.42 MB |
| Midterm/Midterm Question 12.jpg | 20.74 KB |
| Midterm/Midterm Question 13 - Planning.flv | 5.49 MB |
| Midterm/Midterm Question 13 Explination.flv | 4.84 MB |
| Midterm/Midterm Question 13.jpg | 38.96 KB |
| Midterm/Midterm Question 14 - Markov Decision Process (MDP).flv | 1.41 MB |
| Midterm/Midterm Question 14 Explination.flv | 729.34 KB |
| Midterm/Midterm Question 14.jpg | 25.81 KB |
| Midterm/Midterm Question 15 - Markov Chains.flv | 3.85 MB |
| Midterm/Midterm Question 15 Explination.flv | 3.20 MB |
| Midterm/Midterm Question 15.jpg | 27.67 KB |
| Midterm/Midterm Question 2 - A star Search.flv | 1.85 MB |
| Midterm/Midterm Question 2 Explination.flv | 2.13 MB |
| Midterm/Midterm Question 2.jpg | 22.91 KB |
| Midterm/Midterm Question 3 - Probability I.flv | 415.49 KB |
| Midterm/Midterm Question 3 Explination.flv | 251.73 KB |
| Midterm/Midterm Question 3.jpg | 18.27 KB |
| Midterm/Midterm Question 4 - Probability II.flv | 1.18 MB |
| Midterm/Midterm Question 4 Explination.flv | 1.50 MB |
| Midterm/Midterm Question 4.jpg | 25.40 KB |
| Midterm/Midterm Question 5 - Probability III.flv | 1.99 MB |
| Midterm/Midterm Question 5 Explination.flv | 4.13 MB |
| Midterm/Midterm Question 5.jpg | 29.57 KB |
| Midterm/Midterm Question 6 - Bayes Network I.flv | 1.63 MB |
| Midterm/Midterm Question 6 Explination.flv | 2.53 MB |
| Midterm/Midterm Question 6.jpg | 18.41 KB |
| Midterm/Midterm Question 7 - Bayes Network II.flv | 1.53 MB |
| Midterm/Midterm Question 7 Explination.flv | 3.69 MB |
| Midterm/Midterm Question 7.jpg | 18.63 KB |
| Midterm/Midterm Question 8 - Naive Bayes with Laplacian Smoothing.flv | 3.59 MB |
| Midterm/Midterm Question 8 Explination.flv | 5.76 MB |
| Midterm/Midterm Question 8.jpg | 29.31 KB |
| Midterm/Midterm Question 9 - K Nearest Neighbor.flv | 1.32 MB |
| Midterm/Midterm Question 9 Explination.flv | 702.65 KB |
| Midterm/Midterm Question 9.jpg | 22.42 KB |
| Office Hours/Office Hours 06.flv | 67.26 MB |
| Office Hours/Office Hours 07 1.flv | 77.03 MB |
| Office Hours/Office Hours 07 2.flv | 65.51 MB |
| Office Hours/Office Hours 8 01.flv | 36.23 MB |
| Office Hours/Office Hours 8 02.mp4.flv | 41.01 MB |
| Office Hours/Office Hours 9 01.mp4.flv | 48.26 MB |
| Office Hours/Office Hours 9 02.mp4.flv | 51.05 MB |
| Office Hours/Office Hours 9 03.flv | 53.17 MB |
| Office Hours/Office Hours for Week 5.mp4 | 177.11 MB |
| Office Hours/office hours part 1.flv | 60.98 MB |
| Office Hours/office hours part 2.flv | 39.18 MB |
| Office Hours/Reinventing Education with Khan Academy and AI Class.flv | 154.01 MB |
| Optional NLP Programming/Optional Problem.flv | 11.38 MB |
| Optional NLP Programming/Optional Programming Project Answer 01.mp4.flv | 12.15 MB |
| Optional NLP Programming/Optional Programming Project Answer 02.mp4.flv | 6.48 MB |
| Optional NLP Programming/Optional Quiz.jpg | 35.08 KB |
| Optional NLP Programming/Problem Text.txt | 703 B |
| Transcripts/Course Introduction/unit1_0_Introduction.rtf | 2.26 KB |
| Transcripts/Homework 1/homework1_1_Peg_Solitaire_ANSWER_Transcript.rtf | 1.36 KB |
| Transcripts/Homework 1/homework1_1_Peg_Solitaire_Transcript.rtf | 2.27 KB |
| Transcripts/Homework 1/homework1_2_Loaded_Coin_ANSWER_Transcript.rtf | 1.37 KB |
| Transcripts/Homework 1/homework1_2_Loaded_Coin_Transcript.rtf | 2.29 KB |
| Transcripts/Homework 1/homework1_3_Path_Through_Maze_ANSWER_Transcript.rtf | 1.31 KB |
| Transcripts/Homework 1/homework1_3_Path_Through_Maze_Transcript.rtf | 2.16 KB |
| Transcripts/Homework 1/homework1_4_Search_Tree_ANSWER_Transcript.rtf | 1.23 KB |
| Transcripts/Homework 1/homework1_4_Search_Tree_Transcript.rtf | 2.88 KB |
| Transcripts/Homework 1/homework1_5_Another_Search_Tree_ANSWER_Transcript.rtf | 1.46 KB |
| Transcripts/Homework 1/homework1_5_Another_Search_Tree_Transcript.rtf | 2.73 KB |
| Transcripts/Homework 1/homework1_6_Search_Network_ANSWER_transcript.rtf | 1.51 KB |
| Transcripts/Homework 1/homework1_6_Search_Network_transcript.rtf | 2.81 KB |
| Transcripts/Homework 1/homework1_7_A-Star_Search_ANSWER_transcript.rtf | 2.09 KB |
| Transcripts/Homework 1/homework1_7_A-Star_Search_transcript.rtf | 2.73 KB |
| Transcripts/Homework 1/homework1_Congratulations!_transcript.rtf | 845 B |
| Transcripts/Homework 1/homework1_Introduction_transcript.rtf | 773 B |
| Transcripts/README.txt | 326 B |
| Transcripts/Unit 1/unit1_10_AI_and_Uncertainty.rtf | 34.19 KB |
| Transcripts/Unit 1/unit1_11_Examples_of_AI_in_Practice_1.rtf | 39.74 KB |
| Transcripts/Unit 1/unit1_12_Chinese_Translation_Answer_1.rtf | 35.15 KB |
| Transcripts/Unit 1/unit1_13_Chinese_Translation_2_Answer_1.rtf | 34.77 KB |
| Transcripts/Unit 1/unit1_14_Chinese_Translation_3_Answer_1.rtf | 33.66 KB |
| Transcripts/Unit 1/unit1_15_Congratulations.rtf | 33.79 KB |
| Transcripts/Unit 1/unit1_1_Introduction.rtf | 31.66 KB |
| Transcripts/Unit 1/unit1_2_Intelligent_Agents.rtf | 3.02 KB |
| Transcripts/Unit 1/unit1_3_Applications_of_AI.rtf | 44.27 KB |
| Transcripts/Unit 1/unit1_4_Terminology.rtf | 44.50 KB |
| Transcripts/Unit 1/unit1_5_Checkers_Answer.rtf | 33.51 KB |
| Transcripts/Unit 1/unit1_6_Poker.rtf | 34.01 KB |
| Transcripts/Unit 1/unit1_7_Poker_Answer.rtf | 33.17 KB |
| Transcripts/Unit 1/unit1_8_Robotic_Car.rtf | 34.38 KB |
| Transcripts/Unit 1/unit1_9_Robotic_Car_Answer.rtf | 33.27 KB |
| Transcripts/Unit 2/unit2_10_Graph_Search_Answer.rtf | 33.21 KB |
| Transcripts/Unit 2/unit2_11_Graph_Search_Termination.rtf | 34.54 KB |
| Transcripts/Unit 2/unit2_12_Uniform_Cost_Search.rtf | 34.69 KB |
| Transcripts/Unit 2/unit2_13_Uniform_Cost_Search.rtf | 34.69 KB |
| Transcripts/Unit 2/unit2_14_Uniform_Cost_Search.rtf | 35.64 KB |
| Transcripts/Unit 2/unit2_15_Uniform_Cost_Search.rtf | 33.92 KB |
| Transcripts/Unit 2/unit2_16_Uniform_Cost_Termination.rtf | 35.25 KB |
| Transcripts/Unit 2/unit2_17_Uniform_Cost_Termination_Answer.rtf | 35.01 KB |
| Transcripts/Unit 2/unit2_18_Depth_First_Search.rtf | 36.39 KB |
| Transcripts/Unit 2/unit2_19_Search_Optimality_Answer.rtf | 34.77 KB |
| Transcripts/Unit 2/unit2_1_Introduction.rtf | 36.67 KB |
| Transcripts/Unit 2/unit2_20_Storage_Requirements,_Completeness.rtf | 37.22 KB |
| Transcripts/Unit 2/unit2_21_Completeness_Answer.rtf | 32.77 KB |
| Transcripts/Unit 2/unit2_22_More_on_Uniform_Cost_Search.rtf | 39.72 KB |
| Transcripts/Unit 2/unit2_23_A-Star_Search.rtf | 40.10 KB |
| Transcripts/Unit 2/unit2_23_A-Star_Search_ANSWER.rtf | 34.29 KB |
| Transcripts/Unit 2/unit2_24_A-Star_Second_Question.rtf | 35.18 KB |
| Transcripts/Unit 2/unit2_24_A-Star_Second_Question_ANSWER.rtf | 33.43 KB |
| Transcripts/Unit 2/unit2_25_A-Star_Third_Question.rtf | 35.48 KB |
| Transcripts/Unit 2/unit2_25_A-Star_Third_Question_ANSWER.rtf | 33.66 KB |
| Transcripts/Unit 2/unit2_26-A_Star_Fourth_Question.rtf | 34.76 KB |
| Transcripts/Unit 2/unit2_26_A-Star_Fourth_Question_ANSWER.rtf | 34.89 KB |
| Transcripts/Unit 2/unit2_27-A_Star_Fifth_Queston_Answer_Mandatory.rtf | 33.51 KB |
| Transcripts/Unit 2/unit2_27_A-Star_Fifth_Question.rtf | 35.83 KB |
| Transcripts/Unit 2/unit2_28_Optimistic_Heuristics.rtf | 34.44 KB |
| Transcripts/Unit 2/unit2_29_State_Spaces.rtf | 35.21 KB |
| Transcripts/Unit 2/unit2_29_State_Spaces_ANSWER.rtf | 33.27 KB |
| Transcripts/Unit 2/unit2_2_Route_Finding_Question.rtf | 42.68 KB |
| Transcripts/Unit 2/unit2_30_State_Space_Diagram_and_More_Complexity.rtf | 36.66 KB |
| Transcripts/Unit 2/unit2_30_State_Space_Diagram_and_More_Complexity_ANSWER.rtf | 33.65 KB |
| Transcripts/Unit 2/unit2_31_Sliding_Blocks_Puzzle.rtf | 36.26 KB |
| Transcripts/Unit 2/unit2_31_Sliding_Blocks_Puzzle_ANSWER.rtf | 33.12 KB |
| Transcripts/Unit 2/unit2_32_Where_is_the_Intelligence.rtf | 35.92 KB |
| Transcripts/Unit 2/unit2_33_What_Cant_Search_Do.rtf | 34.83 KB |
| Transcripts/Unit 2/unit2_34_Note_on_Implementation.rtf | 35.13 KB |
| Transcripts/Unit 2/unit2_3_Route_Finding.rtf | 37.04 KB |
| Transcripts/Unit 2/unit2_4_Tree_Search.rtf | 42.28 KB |
| Transcripts/Unit 2/unit2_5_Graph_Search.rtf | 36.59 KB |
| Transcripts/Unit 2/unit2_6_Graph_Search_Answer.rtf | 39.66 KB |
| Transcripts/Unit 2/unit2_7_Graph_Search_Answer.rtf | 34.79 KB |
| Transcripts/Unit 2/unit2_8_Graph_Search_Answer.rtf | 33.17 KB |
| Transcripts/Unit 2/unit2_9_More_Graph_Search.rtf | 35.32 KB |
| Transcripts/Unit 3/Unit_3_01_Introduction.rtf | 7.41 KB |
| Transcripts/Unit 3/Unit_3_02_Probabilities.rtf | 37.69 KB |
| Transcripts/Unit 3/Unit_3_02a_Answer.rtf | 1.04 KB |
| Transcripts/Unit 3/Unit_3_02b_Question.rtf | 35.17 KB |
| Transcripts/Unit 3/Unit_3_02c_Answer.rtf | 924 B |
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| Transcripts/Unit 3/Unit_3_02e_Answer.rtf | 679 B |
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| Transcripts/Unit 3/Unit_3_02h_Question.rtf | 912 B |
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| Transcripts/Unit 3/Unit_3_02j_Summary.rtf | 2.04 KB |
| Transcripts/Unit 3/Unit_3_03_Dependence.rtf | 2.68 KB |
| Transcripts/Unit 3/Unit_3_03a_Answer.rtf | 1.64 KB |
| Transcripts/Unit 3/Unit_3_04_What_We_Learned.rtf | 1.81 KB |
| Transcripts/Unit 3/Unit_3_05_Weather_Quiz.rtf | 1.47 KB |
| Transcripts/Unit 3/Unit_3_05a_Answer.rtf | 849 B |
| Transcripts/Unit 3/Unit_3_05b_Question.rtf | 1003 B |
| Transcripts/Unit 3/Unit_3_05c_Answer.rtf | 760 B |
| Transcripts/Unit 3/Unit_3_05d_Question.rtf | 1.12 KB |
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| Transcripts/Unit 3/Unit_3_06_Cancer_Quiz.rtf | 1.05 KB |
| Transcripts/Unit 3/Unit_3_06a_Answer_and_Cancer_Test.rtf | 1.54 KB |
| Transcripts/Unit 3/Unit_3_06b_Answer.rtf | 1.80 KB |
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| Transcripts/Unit 3/Unit_3_06d_Question.rtf | 946 B |
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| Transcripts/Unit 3/Unit_3_07_Bayes_Rule.rtf | 3.72 KB |
| Transcripts/Unit 3/Unit_3_07a_Bayes_Rule_Graphically.rtf | 3.41 KB |
| Transcripts/Unit 3/Unit_3_07b_Answer.rtf | 1.02 KB |
| Transcripts/Unit 3/Unit_3_08_More_Complex_Bayes_Networks.rtf | 3.21 KB |
| Transcripts/Unit 3/Unit_3_08a_Two_Test_Cancer_Example.rtf | 2.86 KB |
| Transcripts/Unit 3/Unit_3_08b_Answer.rtf | 2.45 KB |
| Transcripts/Unit 3/Unit_3_08c_Question.rtf | 1.05 KB |
| Transcripts/Unit 3/Unit_3_08d_Answer.rtf | 1.97 KB |
| Transcripts/Unit 3/Unit_3_09_Conditional_Independence.rtf | 3.76 KB |
| Transcripts/Unit 3/Unit_3_09a_Answer.rtf | 1.39 KB |
| Transcripts/Unit 3/Unit_3_09b_Question.rtf | 2.28 KB |
| Transcripts/Unit 3/Unit_3_09c_Answer.rtf | 40.07 KB |
| Transcripts/Unit 3/Unit_3_09d_Absolute_vs_Conditional_Independence.rtf | 2.45 KB |
| Transcripts/Unit 3/Unit_3_09e_Answer.rtf | 1.55 KB |
| Transcripts/Unit 3/Unit_3_10_Different_Type_of_Bayes_Network.rtf | 3.42 KB |
| Transcripts/Unit 3/Unit_3_10a_Answer.rtf | 1.54 KB |
| Transcripts/Unit 3/Unit_3_11_Explaining_Away.rtf | 2.74 KB |
| Transcripts/Unit 3/Unit_3_11a_Answer.rtf | 2.12 KB |
| Transcripts/Unit 3/Unit_3_11b_Question.rtf | 1.79 KB |
| Transcripts/Unit 3/Unit_3_11c_Answer.rtf | 3.22 KB |
| Transcripts/Unit 3/Unit_3_11d_Question.rtf | 2.57 KB |
| Transcripts/Unit 3/Unit_3_11e_Answer.rtf | 2.05 KB |
| Transcripts/Unit 3/Unit_3_11f_Conclusion.rtf | 37.82 KB |
| Transcripts/Unit 3/Unit_3_12_General_Bayes_Networks.rtf | 4.75 KB |
| Transcripts/Unit 3/Unit_3_12a_Answer.rtf | 1.17 KB |
| Transcripts/Unit 3/Unit_3_12b_Question.rtf | 36.72 KB |
| Transcripts/Unit 3/Unit_3_12c_Answer.rtf | 1.31 KB |
| Transcripts/Unit 3/Unit_3_12d_Question.rtf | 43.80 KB |
| Transcripts/Unit 3/Unit_3_12e_Answer.rtf | 1.51 KB |
| Transcripts/Unit 3/Unit_3_12f_Value_of_the_Network.rtf | 1.05 KB |
| Transcripts/Unit 3/Unit_3_13_D-Separation.rtf | 2.60 KB |
| Transcripts/Unit 3/Unit_3_13a_Answer.rtf | 1.70 KB |
| Transcripts/Unit 3/Unit_3_13b_D-Separation_Example.rtf | 2.24 KB |
| Transcripts/Unit 3/Unit_3_13c_Answer.rtf | 2.05 KB |
| Transcripts/Unit 3/Unit_3_13d_D-Separation_General_Definition.rtf | 6.41 KB |
| Transcripts/Unit 3/Unit_3_13e_Answer.rtf | 1.88 KB |
| Transcripts/Unit 3/Unit_3_14_Congratulations.rtf | 1.72 KB |
| Unit 1 Welcome to AI/1-1 Introduction.flv | 4.62 MB |
| Unit 1 Welcome to AI/1-10 Chinese Translation 1 Question.flv | 4.09 MB |
| Unit 1 Welcome to AI/1-10 Quiz.jpg | 46.01 KB |
| Unit 1 Welcome to AI/1-11 Chinese Translation 2 Question.flv | 2.48 MB |
| Unit 1 Welcome to AI/1-12 Chinese Translation 3.flv | 4.91 MB |
| Unit 1 Welcome to AI/1-13 Summary.flv | 2.95 MB |
| Unit 1 Welcome to AI/1-2 Course Overview Question.flv | 6.34 MB |
| Unit 1 Welcome to AI/1-2 Quiz.jpg | 12.74 KB |
| Unit 1 Welcome to AI/1-3 Intelligent Agents Question.flv | 4.85 MB |
| Unit 1 Welcome to AI/1-3 Quiz.jpg | 15.04 KB |
| Unit 1 Welcome to AI/1-4 Applications of AI.flv | 20.14 MB |
| Unit 1 Welcome to AI/1-5 Explination.flv | 2.80 MB |
| Unit 1 Welcome to AI/1-5 Quiz.jpg | 13.51 KB |
| Unit 1 Welcome to AI/1-5 Terminology Question.flv | 16.45 MB |
| Unit 1 Welcome to AI/1-6 Explination.flv | 1.64 MB |
| Unit 1 Welcome to AI/1-6 Poker Question Question.flv | 648.72 KB |
| Unit 1 Welcome to AI/1-6 Quiz.jpg | 16.30 KB |
| Unit 1 Welcome to AI/1-7 Explination.flv | 1.78 MB |
| Unit 1 Welcome to AI/1-7 Quiz.jpg | 16.55 KB |
| Unit 1 Welcome to AI/1-7 Robot Car Question Question.flv | 1.18 MB |
| Unit 1 Welcome to AI/1-8 AI and Uncertainty.flv | 4.61 MB |
| Unit 1 Welcome to AI/1-9 Machine Translation Question.flv | 14.05 MB |
| Unit 1 Welcome to AI/1-9 Quiz.jpg | 45.33 KB |
| Unit 10 Reinforcement Learning/10-1 Introduction.flv | 1.91 MB |
| Unit 10 Reinforcement Learning/10-10 Passive Agent Results.flv | 3.28 MB |
| Unit 10 Reinforcement Learning/10-11 Explination.flv | 3.24 MB |
| Unit 10 Reinforcement Learning/10-11 Quiz.jpg | 19.60 KB |
| Unit 10 Reinforcement Learning/10-11 Weaknesses Question.flv | 3.79 MB |
| Unit 10 Reinforcement Learning/10-12 Active Reinforcement Learning.flv | 2.92 MB |
| Unit 10 Reinforcement Learning/10-13 Greedy Agent Results.flv | 4.45 MB |
| Unit 10 Reinforcement Learning/10-14 Balancing Policy.flv | 5.37 MB |
| Unit 10 Reinforcement Learning/10-15 Errors in Utility Question.flv | 5.14 MB |
| Unit 10 Reinforcement Learning/10-15 Explination.flv | 3.45 MB |
| Unit 10 Reinforcement Learning/10-15 Quiz.jpg | 18.77 KB |
| Unit 10 Reinforcement Learning/10-16 Exploration Agents.flv | 3.76 MB |
| Unit 10 Reinforcement Learning/10-17 Exploration Agent Results.flv | 2.73 MB |
| Unit 10 Reinforcement Learning/10-18 Q Learning 1.flv | 4.41 MB |
| Unit 10 Reinforcement Learning/10-19 Q Learning 2.flv | 4.68 MB |
| Unit 10 Reinforcement Learning/10-2 Successes.flv | 8.56 MB |
| Unit 10 Reinforcement Learning/10-20 Pacman 1.flv | 5.51 MB |
| Unit 10 Reinforcement Learning/10-21 Pacman 2.flv | 7.70 MB |
| Unit 10 Reinforcement Learning/10-22 Conclusion.flv | 2.35 MB |
| Unit 10 Reinforcement Learning/10-3 Forms of Learning.flv | 4.84 MB |
| Unit 10 Reinforcement Learning/10-4 Explination.flv | 3.98 MB |
| Unit 10 Reinforcement Learning/10-4 Forms of Learning Question.flv | 6.40 MB |
| Unit 10 Reinforcement Learning/10-4 Quiz.jpg | 14.58 KB |
| Unit 10 Reinforcement Learning/10-5 MDP Review.flv | 5.54 MB |
| Unit 10 Reinforcement Learning/10-6 Solving A MDP.flv | 5.37 MB |
| Unit 10 Reinforcement Learning/10-7 Agents of Reinforcement Learning.flv | 7.22 MB |
| Unit 10 Reinforcement Learning/10-8 Passive vs Active.flv | 5.27 MB |
| Unit 10 Reinforcement Learning/10-9 Passive Temporal Difference Learning.flv | 19.29 MB |
| Unit 10 Reinforcement Learning/Appends.txt | 354 B |
| Unit 11 HMMs and Filters/11-1 Introduction.flv | 3.95 MB |
| Unit 11 HMMs and Filters/11-10 Explination.flv | 2.23 MB |
| Unit 11 HMMs and Filters/11-10 Quiz.jpg | 16.05 KB |
| Unit 11 HMMs and Filters/11-10 Transition Probabilities Question.flv | 1.09 MB |
| Unit 11 HMMs and Filters/11-11 Explination.flv | 6.37 MB |
| Unit 11 HMMs and Filters/11-11 Laplacian Smoothing Question.flv | 4.83 MB |
| Unit 11 HMMs and Filters/11-11 Quiz.jpg | 15.31 KB |
| Unit 11 HMMs and Filters/11-12 HMM Happy Grumpy Problem.flv | 13.05 MB |
| Unit 11 HMMs and Filters/11-13 Explination.flv | 3.05 MB |
| Unit 11 HMMs and Filters/11-13 Happy Grumpy Question.flv | 2.42 MB |
| Unit 11 HMMs and Filters/11-13 Quiz.jpg | 14.25 KB |
| Unit 11 HMMs and Filters/11-14 Wow You Understand.flv | 1.64 MB |
| Unit 11 HMMs and Filters/11-15 HMMs and Robot Localization.flv | 9.43 MB |
| Unit 11 HMMs and Filters/11-16 HMM Equations.flv | 8.12 MB |
| Unit 11 HMMs and Filters/11-17 HMM Localization Example.flv | 8.55 MB |
| Unit 11 HMMs and Filters/11-18 Particle Filters.flv | 11.86 MB |
| Unit 11 HMMs and Filters/11-19 Localization and Particle Filters.flv | 13.77 MB |
| Unit 11 HMMs and Filters/11-2 Hidden Markov Models.flv | 2.84 MB |
| Unit 11 HMMs and Filters/11-20 Particle Filter Algorithm.flv | 9.21 MB |
| Unit 11 HMMs and Filters/11-21 Particle Filters Pros and Cons.flv | 5.10 MB |
| Unit 11 HMMs and Filters/11-22 Conclusion.flv | 2.61 MB |
| Unit 11 HMMs and Filters/11-3 Bayes Network of HMMs.flv | 5.45 MB |
| Unit 11 HMMs and Filters/11-4 Localization Problem Examples.flv | 13.03 MB |
| Unit 11 HMMs and Filters/11-5 Explination.flv | 7.77 MB |
| Unit 11 HMMs and Filters/11-5 Markov Chain Question 1.flv | 3.75 MB |
| Unit 11 HMMs and Filters/11-5 Quiz.jpg | 14.71 KB |
| Unit 11 HMMs and Filters/11-6 Explination.flv | 4.12 MB |
| Unit 11 HMMs and Filters/11-6 Markov Chain Question 2.flv | 1.49 MB |
| Unit 11 HMMs and Filters/11-6 Quiz.jpg | 10.28 KB |
| Unit 11 HMMs and Filters/11-7 Stationary Distribution.flv | 8.46 MB |
| Unit 11 HMMs and Filters/11-8 Explination.flv | 5.27 MB |
| Unit 11 HMMs and Filters/11-8 Quiz.jpg | 10.57 KB |
| Unit 11 HMMs and Filters/11-8 Stationary Distribution Question.flv | 835.05 KB |
| Unit 11 HMMs and Filters/11-9 Finding Transition Probabilities.flv | 6.05 MB |
| Unit 12 MDP Review/12-1 Deterministic Question.flv | 4.32 MB |
| Unit 12 MDP Review/12-1 Explination.flv | 723.26 KB |
| Unit 12 MDP Review/12-1 Quiz.jpg | 18.39 KB |
| Unit 12 MDP Review/12-2 Explination.flv | 1.23 MB |
| Unit 12 MDP Review/12-2 Quiz.jpg | 17.33 KB |
| Unit 12 MDP Review/12-2 Single Backup Question.flv | 1.74 MB |
| Unit 12 MDP Review/12-3 Convergence Question.flv | 1.72 MB |
| Unit 12 MDP Review/12-3 Explination.flv | 2.25 MB |
| Unit 12 MDP Review/12-3 Quiz.jpg | 18.04 KB |
| Unit 12 MDP Review/12-4 Explination.flv | 1.64 MB |
| Unit 12 MDP Review/12-4 Optimal Policy Question.flv | 1.41 MB |
| Unit 12 MDP Review/12-4 Quiz.jpg | 19.56 KB |
| Unit 13 Games/13-1 Introduction.flv | 1.57 MB |
| Unit 13 Games/13-10 Complexity Reduction Question.flv | 1.69 MB |
| Unit 13 Games/13-10 Explination.flv | 253.50 KB |
| Unit 13 Games/13-10 Quiz.jpg | 15.80 KB |
| Unit 13 Games/13-11 Explination.flv | 1.52 MB |
| Unit 13 Games/13-11 Quiz.jpg | 14.80 KB |
| Unit 13 Games/13-11 Review Question.flv | 3.29 MB |
| Unit 13 Games/13-12 Reduce B.flv | 5.31 MB |
| Unit 13 Games/13-13 Explination.flv | 1.46 MB |
| Unit 13 Games/13-13 Quiz.jpg | 19.13 KB |
| Unit 13 Games/13-13 Reduce B Question.flv | 435.98 KB |
| Unit 13 Games/13-14 Reduce M.flv | 7.94 MB |
| Unit 13 Games/13-15 Computing State Values.flv | 5.39 MB |
| Unit 13 Games/13-16 Complexity Reduction Benefits.flv | 9.01 MB |
| Unit 13 Games/13-17 Explination.flv | 5.90 MB |
| Unit 13 Games/13-17 Pacman Question.flv | 3.12 MB |
| Unit 13 Games/13-17 Quiz.jpg | 12.27 KB |
| Unit 13 Games/13-18 Chance.flv | 4.86 MB |
| Unit 13 Games/13-19 Chance Question.flv | 2.55 MB |
| Unit 13 Games/13-19 Explination.flv | 3.63 MB |
| Unit 13 Games/13-19 Quiz.jpg | 19.31 KB |
| Unit 13 Games/13-2 Explination.flv | 1.93 MB |
| Unit 13 Games/13-2 Quiz.jpg | 26.22 KB |
| Unit 13 Games/13-2 Technologies Question.flv | 4.14 MB |
| Unit 13 Games/13-20 Explination.flv | 2.41 MB |
| Unit 13 Games/13-20 Quiz.jpg | 19.73 KB |
| Unit 13 Games/13-20 Terminal State Question.flv | 563.46 KB |
| Unit 13 Games/13-21 Explination.flv | 904.28 KB |
| Unit 13 Games/13-21 Game Tree Question 1.flv | 1.05 MB |
| Unit 13 Games/13-21 Quiz.jpg | 10.60 KB |
| Unit 13 Games/13-22 Explination.flv | 1.73 MB |
| Unit 13 Games/13-22 Game Tree Question 2.flv | 2.64 MB |
| Unit 13 Games/13-22 Quiz.jpg | 12.25 KB |
| Unit 13 Games/13-23 Conclusion.flv | 5.56 MB |
| Unit 13 Games/13-3 Explination.flv | 5.89 MB |
| Unit 13 Games/13-3 Games Question.flv | 3.70 MB |
| Unit 13 Games/13-3 Quiz.jpg | 27.38 KB |
| Unit 13 Games/13-4 Single Player Game.flv | 6.64 MB |
| Unit 13 Games/13-5 Two Player Game.flv | 12.31 MB |
| Unit 13 Games/13-6 Two Player Function.flv | 5.39 MB |
| Unit 13 Games/13-7 Explination.flv | 709.35 KB |
| Unit 13 Games/13-7 Quiz.jpg | 15.31 KB |
| Unit 13 Games/13-7 Time Complexity Question.flv | 2.96 MB |
| Unit 13 Games/13-8 Explination.flv | 1.67 MB |
| Unit 13 Games/13-8 Quiz.jpg | 14.28 KB |
| Unit 13 Games/13-8 Space Complexity Question.flv | 1.38 MB |
| Unit 13 Games/13-9 Chess Question.flv | 2.50 MB |
| Unit 13 Games/13-9 Explination.flv | 744.72 KB |
| Unit 13 Games/13-9 Quiz.jpg | 20.71 KB |
| Unit 13 Games/Appends.txt | 236 B |
| Unit 14 Game Theory/14-1 Introduction.flv | 5.31 MB |
| Unit 14 Game Theory/14-10 Solving the Game.flv | 7.17 MB |
| Unit 14 Game Theory/14-11 Mixed Strategy Issues.flv | 8.17 MB |
| Unit 14 Game Theory/14-12 2x2 Game Question 1.flv | 2.52 MB |
| Unit 14 Game Theory/14-12 Explination.flv | 2.17 MB |
| Unit 14 Game Theory/14-12 Quiz.jpg | 14.55 KB |
| Unit 14 Game Theory/14-13 2x2 Game Question 2.flv | 1.34 MB |
| Unit 14 Game Theory/14-13 Explination.flv | 4.99 MB |
| Unit 14 Game Theory/14-13 Quiz.jpg | 14.66 KB |
| Unit 14 Game Theory/14-14 Geometric Interpretation.flv | 5.69 MB |
| Unit 14 Game Theory/14-15 Poker.flv | 10.86 MB |
| Unit 14 Game Theory/14-16 Game Theory Strategies.flv | 6.10 MB |
| Unit 14 Game Theory/14-17 Explination.flv | 6.04 MB |
| Unit 14 Game Theory/14-17 Fed vs Politicians Question.flv | 3.38 MB |
| Unit 14 Game Theory/14-17 Quiz.jpg | 22.46 KB |
| Unit 14 Game Theory/14-18 Mechanism Design.flv | 6.09 MB |
| Unit 14 Game Theory/14-19 Auction Question.flv | 8.74 MB |
| Unit 14 Game Theory/14-19 Explination.flv | 3.16 MB |
| Unit 14 Game Theory/14-19 Quiz.jpg | 19.76 KB |
| Unit 14 Game Theory/14-2 Dominant Strategy Question.flv | 8.93 MB |
| Unit 14 Game Theory/14-2 Explination.flv | 1.82 MB |
| Unit 14 Game Theory/14-2 Quiz.jpg | 11.98 KB |
| Unit 14 Game Theory/14-3 Explination.flv | 891.33 KB |
| Unit 14 Game Theory/14-3 Pareto Optimal Question.flv | 1.86 MB |
| Unit 14 Game Theory/14-3 Quiz.jpg | 15.33 KB |
| Unit 14 Game Theory/14-4 Equilibrium Question.flv | 1.73 MB |
| Unit 14 Game Theory/14-4 Explination.flv | 2.73 MB |
| Unit 14 Game Theory/14-4 Quiz.jpg | 15.84 KB |
| Unit 14 Game Theory/14-5 Explination.flv | 1.45 MB |
| Unit 14 Game Theory/14-5 Game Console Question 1.flv | 4.73 MB |
| Unit 14 Game Theory/14-5 Quiz.jpg | 18.29 KB |
| Unit 14 Game Theory/14-6 Explination.flv | 1.12 MB |
| Unit 14 Game Theory/14-6 Game Console Question 2.flv | 499.86 KB |
| Unit 14 Game Theory/14-6 Quiz.jpg | 19.65 KB |
| Unit 14 Game Theory/14-7 2 Finger Morra.flv | 5.74 MB |
| Unit 14 Game Theory/14-8 Explination.flv | 3.71 MB |
| Unit 14 Game Theory/14-8 Quiz.jpg | 19.46 KB |
| Unit 14 Game Theory/14-8 Tree Question.flv | 5.74 MB |
| Unit 14 Game Theory/14-9 Mixed Strategy.flv | 7.55 MB |
| Unit 14 Game Theory/Appends.txt | 397 B |
| Unit 15 Advanced Planning/15-1 Introduction.flv | 2.02 MB |
| Unit 15 Advanced Planning/15-10 Conformant Plan Question.flv | 5.97 MB |
| Unit 15 Advanced Planning/15-10 Explination.flv | 1.39 MB |
| Unit 15 Advanced Planning/15-10 Quiz.jpg | 29.66 KB |
| Unit 15 Advanced Planning/15-11 Explination.flv | 3.17 MB |
| Unit 15 Advanced Planning/15-11 Quiz.jpg | 31.42 KB |
| Unit 15 Advanced Planning/15-11 Sensory Plan Question.flv | 1.81 MB |
| Unit 15 Advanced Planning/15-2 Scheduling.flv | 2.46 MB |
| Unit 15 Advanced Planning/15-3 Explination.flv | 3.16 MB |
| Unit 15 Advanced Planning/15-3 Quiz.jpg | 27.83 KB |
| Unit 15 Advanced Planning/15-3 Schedule Question.flv | 5.68 MB |
| Unit 15 Advanced Planning/15-4 Explination.flv | 2.92 MB |
| Unit 15 Advanced Planning/15-4 Quiz.jpg | 27.54 KB |
| Unit 15 Advanced Planning/15-4 Resources Question.flv | 4.11 MB |
| Unit 15 Advanced Planning/15-5 Extending Planning.flv | 3.08 MB |
| Unit 15 Advanced Planning/15-6 Hierarchical Planning.flv | 4.40 MB |
| Unit 15 Advanced Planning/15-7 Refinement Planning.flv | 5.34 MB |
| Unit 15 Advanced Planning/15-8 Reachable States.flv | 5.76 MB |
| Unit 15 Advanced Planning/15-9 Explination.flv | 3.12 MB |
| Unit 15 Advanced Planning/15-9 Quiz.jpg | 23.18 KB |
| Unit 15 Advanced Planning/15-9 Reachable States Question.flv | 6.34 MB |
| Unit 16 Computer Vision I/16-1 Introduction.flv | 7.72 MB |
| Unit 16 Computer Vision I/16-10 Computer Vision.flv | 4.98 MB |
| Unit 16 Computer Vision I/16-11 Explination.flv | 568.05 KB |
| Unit 16 Computer Vision I/16-11 Invariance Question A.flv | 4.45 MB |
| Unit 16 Computer Vision I/16-11 Quiz.jpg | 11.85 KB |
| Unit 16 Computer Vision I/16-12 Explination.flv | 1.23 MB |
| Unit 16 Computer Vision I/16-12 Invariance Question B.flv | 1.12 MB |
| Unit 16 Computer Vision I/16-12 Quiz.jpg | 12.08 KB |
| Unit 16 Computer Vision I/16-13 Explination.flv | 1.28 MB |
| Unit 16 Computer Vision I/16-13 Invariance Question C.flv | 970.20 KB |
| Unit 16 Computer Vision I/16-13 Quiz.jpg | 12.75 KB |
| Unit 16 Computer Vision I/16-14 Explination.flv | 716.84 KB |
| Unit 16 Computer Vision I/16-14 Invariance Question D.flv | 1.09 MB |
| Unit 16 Computer Vision I/16-14 Quiz.jpg | 13.22 KB |
| Unit 16 Computer Vision I/16-15 Explination.flv | 529.97 KB |
| Unit 16 Computer Vision I/16-15 Invariance Question E.flv | 872.98 KB |
| Unit 16 Computer Vision I/16-15 Quiz.jpg | 13.79 KB |
| Unit 16 Computer Vision I/16-16 Final Invariance Type.flv | 1.80 MB |
| Unit 16 Computer Vision I/16-17 Importance of Invariance.flv | 2.24 MB |
| Unit 16 Computer Vision I/16-18 Greyscale Images.flv | 5.92 MB |
| Unit 16 Computer Vision I/16-19 Extracting Features.flv | 10.30 MB |
| Unit 16 Computer Vision I/16-2 Image Formation.flv | 9.18 MB |
| Unit 16 Computer Vision I/16-20 Explination.flv | 1.59 MB |
| Unit 16 Computer Vision I/16-20 Extracting Features Question.flv | 1.23 MB |
| Unit 16 Computer Vision I/16-20 Quiz.jpg | 11.60 KB |
| Unit 16 Computer Vision I/16-21 Linear Filter.flv | 5.10 MB |
| Unit 16 Computer Vision I/16-22 Explination.flv | 1.47 MB |
| Unit 16 Computer Vision I/16-22 Horizontal Edge Question.flv | 1.24 MB |
| Unit 16 Computer Vision I/16-22 Quiz.jpg | 12.87 KB |
| Unit 16 Computer Vision I/16-23 Explination.flv | 1.32 MB |
| Unit 16 Computer Vision I/16-23 Quiz.jpg | 10.84 KB |
| Unit 16 Computer Vision I/16-23 Vertical Edge Question.flv | 1.07 MB |
| Unit 16 Computer Vision I/16-24 Filter Results.flv | 2.37 MB |
| Unit 16 Computer Vision I/16-25 Gradient Images.flv | 5.56 MB |
| Unit 16 Computer Vision I/16-26 Canny Edge Detector.flv | 5.06 MB |
| Unit 16 Computer Vision I/16-27 Other Masks.flv | 2.02 MB |
| Unit 16 Computer Vision I/16-28 Explination.flv | 649.60 KB |
| Unit 16 Computer Vision I/16-28 Prewitt Mask Question.flv | 860.43 KB |
| Unit 16 Computer Vision I/16-28 Quiz.jpg | 13.03 KB |
| Unit 16 Computer Vision I/16-29 Explination.flv | 1.51 MB |
| Unit 16 Computer Vision I/16-29 Gaussian Kernel Question.flv | 3.10 MB |
| Unit 16 Computer Vision I/16-29 Quiz.jpg | 14.01 KB |
| Unit 16 Computer Vision I/16-3 Explination.flv | 2.44 MB |
| Unit 16 Computer Vision I/16-3 Projection Length Question.flv | 1.37 MB |
| Unit 16 Computer Vision I/16-3 Quiz.jpg | 11.52 KB |
| Unit 16 Computer Vision I/16-30 Reasons for Gaussian Kernels.flv | 11.07 MB |
| Unit 16 Computer Vision I/16-31 Harris Corner Detector.flv | 8.88 MB |
| Unit 16 Computer Vision I/16-32 Modern Feature Detectors.flv | 5.39 MB |
| Unit 16 Computer Vision I/16-33 Conclusion.flv | 2.44 MB |
| Unit 16 Computer Vision I/16-4 Explination.flv | 1.31 MB |
| Unit 16 Computer Vision I/16-4 Focal Length Question.flv | 1.19 MB |
| Unit 16 Computer Vision I/16-4 Quiz.jpg | 11.73 KB |
| Unit 16 Computer Vision I/16-5 Explination.flv | 1.73 MB |
| Unit 16 Computer Vision I/16-5 Quiz.jpg | 12.54 KB |
| Unit 16 Computer Vision I/16-5 Range Question.flv | 2.20 MB |
| Unit 16 Computer Vision I/16-6 Perspective Projection.flv | 3.98 MB |
| Unit 16 Computer Vision I/16-7 Vanishing Points.flv | 4.37 MB |
| Unit 16 Computer Vision I/16-8 Explination.flv | 2.22 MB |
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| Unit 16 Computer Vision I/16-9 Lenses.flv | 7.13 MB |
| Unit 16 Computer Vision I/Appends.txt | 209 B |
| Unit 17 Computer Vision II/17-1 Introduction.flv | 2.26 MB |
| Unit 17 Computer Vision II/17-10 SSD Minimization.flv | 6.30 MB |
| Unit 17 Computer Vision II/17-11 Disparity Maps.flv | 7.01 MB |
| Unit 17 Computer Vision II/17-12 Context Question.flv | 4.75 MB |
| Unit 17 Computer Vision II/17-12 Explination.flv | 2.31 MB |
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| Unit 17 Computer Vision II/17-15 Dynamic Programming.flv | 13.00 MB |
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| Unit 17 Computer Vision II/17-18 Finding the Best Alignment.flv | 1.67 MB |
| Unit 17 Computer Vision II/17-19 Correspondence Issues.flv | 4.17 MB |
| Unit 17 Computer Vision II/17-2 Depth Question.flv | 1.30 MB |
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| Unit 17 Computer Vision II/17-8 Correspondence Question.flv | 1.84 MB |
| Unit 17 Computer Vision II/17-8 Explination.flv | 3.62 MB |
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| Unit 17 Computer Vision II/17-9 Determine Corresponsence Question.flv | 6.31 MB |
| Unit 17 Computer Vision II/17-9 Explination.flv | 627.86 KB |
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| Unit 17 Computer Vision II/Appends.txt | 146 B |
| Unit 18 Computer Vision III/18-1 Explination.flv | 1.58 MB |
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| Unit 18 Computer Vision III/18-1 Structure From Motion Question.flv | 5.24 MB |
| Unit 18 Computer Vision III/18-2 Explination.flv | 2.69 MB |
| Unit 18 Computer Vision III/18-2 Projection Question.flv | 2.19 MB |
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| Unit 18 Computer Vision III/18-3 Structure from Motion Models.flv | 12.29 MB |
| Unit 18 Computer Vision III/18-4 SFM Math.flv | 5.10 MB |
| Unit 18 Computer Vision III/18-5 Explination.flv | 3.18 MB |
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| Unit 18 Computer Vision III/18-5 Recovered Unknowns Question.flv | 5.47 MB |
| Unit 18 Computer Vision III/18-6 Conclusion.flv | 2.63 MB |
| Unit 19 Robotics I/10-4 Explination.flv | 2.18 MB |
| Unit 19 Robotics I/19-1 Autonomous Vehicle Into 1.flv | 18.78 MB |
| Unit 19 Robotics I/19-10 Localization.flv | 5.17 MB |
| Unit 19 Robotics I/19-11 Monte Carlo Localization.flv | 9.30 MB |
| Unit 19 Robotics I/19-12 Explination.flv | 2.38 MB |
| Unit 19 Robotics I/19-12 Localization Question 1.flv | 1.57 MB |
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| Unit 19 Robotics I/19-13 Explination.flv | 3.25 MB |
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| Unit 19 Robotics I/19-2 Autonomous Vehicle Into 2.flv | 25.71 MB |
| Unit 19 Robotics I/19-3 Robotics Introduction.flv | 1.40 MB |
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| Unit 19 Robotics I/19-4 Robotics Question.flv | 1.74 MB |
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| Unit 19 Robotics I/19-8 Explination.flv | 1.79 MB |
| Unit 19 Robotics I/19-8 Helicopter Question 1.flv | 1.05 MB |
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| Unit 19 Robotics I/19-9 Helicopter Question 2.flv | 357.44 KB |
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| Unit 2 Problem Solving/2-1 Introduction Question.flv | 4.56 MB |
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| Unit 2 Problem Solving/2-11 Breadth First Search 5.flv | 4.68 MB |
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| Unit 2 Problem Solving/2-12 Uniform Cost Search Question.flv | 2.65 MB |
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| Unit 2 Problem Solving/2-13 Uniform Cost Search 1 Question.flv | 2.45 MB |
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| Unit 2 Problem Solving/2-14 Uniform Cost Search 2 Question.flv | 2.96 MB |
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| Unit 2 Problem Solving/2-15 Uniform Cost Search 3 Question.flv | 972.42 KB |
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| Unit 2 Problem Solving/2-17 Uniform Cost Search 5.flv | 5.45 MB |
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| Unit 2 Problem Solving/2-18 Search Comparison Question.flv | 5.61 MB |
| Unit 2 Problem Solving/2-19 Search Comparison 1.flv | 5.62 MB |
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| Unit 2 Problem Solving/2-23 Astar Search Question.flv | 10.98 MB |
| Unit 2 Problem Solving/2-23 Explination.flv | 941.76 KB |
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| Unit 2 Problem Solving/2-29 Optimistic Hueristic.flv | 4.24 MB |
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| Unit 2 Problem Solving/2-30 State Spaces Question.flv | 2.99 MB |
| Unit 2 Problem Solving/2-31 State Spaces 1.flv | 1.86 MB |
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| Unit 2 Problem Solving/2-32 State Spaces 2 Question.flv | 5.82 MB |
| Unit 2 Problem Solving/2-33 State Spaces 3.flv | 2.95 MB |
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| Unit 2 Problem Solving/2-34 Sliding Blocks Puzzle Question.flv | 5.63 MB |
| Unit 2 Problem Solving/2-35 Sliding Blocks Puzzle 1.flv | 2.24 MB |
| Unit 2 Problem Solving/2-37 Problems with Search.flv | 5.78 MB |
| Unit 2 Problem Solving/2-38 A Note on Implementation.flv | 8.13 MB |
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| Unit 2 Problem Solving/2-5 Tree Search Continued.flv | 8.98 MB |
| Unit 2 Problem Solving/2-6 Graph Search Question.flv | 3.37 MB |
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| Unit 2 Problem Solving/2-7 Breadth First Search 1 Question.flv | 2.17 MB |
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| Unit 2 Problem Solving/Appends.txt | 1.17 KB |
| Unit 20 Robotics II/20-1 Prediction.flv | 4.41 MB |
| Unit 20 Robotics II/20-10 Path Planning Examples.flv | 9.98 MB |
| Unit 20 Robotics II/20-11 Conclusion.flv | 4.10 MB |
| Unit 20 Robotics II/20-2 Explination.flv | 7.01 MB |
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| Unit 20 Robotics II/20-3 Explination.flv | 1005.50 KB |
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| Unit 20 Robotics II/20-6 Cost Question.flv | 4.59 MB |
| Unit 20 Robotics II/20-6 Explination.flv | 2.64 MB |
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| Unit 20 Robotics II/20-7 Dynamic Programming 1.flv | 14.11 MB |
| Unit 20 Robotics II/20-8 Dynamic Programming 2.flv | 9.84 MB |
| Unit 20 Robotics II/20-9 Robotic Path Planning.flv | 8.41 MB |
| Unit 21 Natural Language Processing I/21-1 Introduction.flv | 4.09 MB |
| Unit 21 Natural Language Processing I/21-10 N Gram Model Samples.flv | 3.59 MB |
| Unit 21 Natural Language Processing I/21-11 Explination.flv | 960.61 KB |
| Unit 21 Natural Language Processing I/21-11 N Gram Model Question.flv | 2.27 MB |
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| Unit 21 Natural Language Processing I/21-12 Explination.flv | 1.61 MB |
| Unit 21 Natural Language Processing I/21-12 Probability Question.flv | 5.57 MB |
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| Unit 21 Natural Language Processing I/21-13 Explination.flv | 4.07 MB |
| Unit 21 Natural Language Processing I/21-13 Language Question.flv | 3.41 MB |
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| Unit 21 Natural Language Processing I/21-14 Explination.flv | 1000.92 KB |
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| Unit 21 Natural Language Processing I/21-15 Explination.flv | 710.44 KB |
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| Unit 21 Natural Language Processing I/21-15 Trigram Model Question.flv | 3.12 MB |
| Unit 21 Natural Language Processing I/21-16 Classification.flv | 4.81 MB |
| Unit 21 Natural Language Processing I/21-17 Classification Question.flv | 1.58 MB |
| Unit 21 Natural Language Processing I/21-17 Explination.flv | 1.28 MB |
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| Unit 21 Natural Language Processing I/21-18 Gzip.flv | 7.29 MB |
| Unit 21 Natural Language Processing I/21-19 Segmentation.flv | 3.95 MB |
| Unit 21 Natural Language Processing I/21-2 Language Models.flv | 8.96 MB |
| Unit 21 Natural Language Processing I/21-20 Segmentation Probabilistic Model.flv | 4.66 MB |
| Unit 21 Natural Language Processing I/21-21 Explination.flv | 1.27 MB |
| Unit 21 Natural Language Processing I/21-21 Probabilistic Model Question.flv | 1.94 MB |
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| Unit 21 Natural Language Processing I/21-22 Best Segmentation 1.flv | 4.95 MB |
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| Unit 21 Natural Language Processing I/21-24 Segment Code.flv | 2.64 MB |
| Unit 21 Natural Language Processing I/21-25 Explination.flv | 2.40 MB |
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| Unit 21 Natural Language Processing I/21-29 Correction Example.flv | 12.92 MB |
| Unit 21 Natural Language Processing I/21-3 Bag of Words.flv | 3.02 MB |
| Unit 21 Natural Language Processing I/21-30 Software Engineering.flv | 9.28 MB |
| Unit 21 Natural Language Processing I/21-4 Probabilistic Models.flv | 17.27 MB |
| Unit 21 Natural Language Processing I/21-5 Language and Learning.flv | 6.06 MB |
| Unit 21 Natural Language Processing I/21-6 Explination.flv | 5.18 MB |
| Unit 21 Natural Language Processing I/21-6 Language Models Question.flv | 1.43 MB |
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| Unit 21 Natural Language Processing I/21-7 Unigram Model Samples.flv | 3.01 MB |
| Unit 21 Natural Language Processing I/21-8 Bigram Model Samples.flv | 1.81 MB |
| Unit 21 Natural Language Processing I/21-9 Trigram Model Samples.flv | 1.53 MB |
| Unit 22 Natural Language Processing II/22-1 Sentence Structure.flv | 7.06 MB |
| Unit 22 Natural Language Processing II/22-10 Parsing into a Tree.flv | 11.73 MB |
| Unit 22 Natural Language Processing II/22-11 Machine Translation.flv | 8.33 MB |
| Unit 22 Natural Language Processing II/22-12 Translation Example.flv | 15.59 MB |
| Unit 22 Natural Language Processing II/22-2 Explination.flv | 6.98 MB |
| Unit 22 Natural Language Processing II/22-2 Parses Question.flv | 10.50 MB |
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| Unit 22 Natural Language Processing II/22-3 Explination.flv | 7.40 MB |
| Unit 22 Natural Language Processing II/22-3 Problems and Solutions Question.flv | 5.65 MB |
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| Unit 22 Natural Language Processing II/22-4 Writing Grammars.flv | 7.72 MB |
| Unit 22 Natural Language Processing II/22-5 PCFG.flv | 10.69 MB |
| Unit 22 Natural Language Processing II/22-6 Explination.flv | 2.36 MB |
| Unit 22 Natural Language Processing II/22-6 PCFG Question.flv | 1.41 MB |
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| Unit 22 Natural Language Processing II/22-7 Probability Origins.flv | 9.63 MB |
| Unit 22 Natural Language Processing II/22-8 Resolving Ambiguity.flv | 8.28 MB |
| Unit 22 Natural Language Processing II/22-9 LPCFG.flv | 16.77 MB |
| Unit 3 Probability in AI/3-1 Introduction.flv | 22.23 MB |
| Unit 3 Probability in AI/3-10 Explination.flv | 282.57 KB |
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| Unit 3 Probability in AI/3-13 Cancer Q.flv | 1.00 MB |
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| Unit 3 Probability in AI/3-14 Cancer 2 Question.flv | 1.48 MB |
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| Unit 3 Probability in AI/3-29 Conditional Dependence.flv | 13.79 MB |
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| Unit 3 Probability in AI/3-33 Value of a Network.flv | 1.91 MB |
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| Unit 3 Probability in AI/3-37 Congratulations!.flv | 4.06 MB |
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| Unit 3 Probability in AI/3-9 What we Learned.flv | 3.47 MB |
| Unit 3 Probability in AI/Appends.txt | 326 B |
| Unit 4 Probabilistic Inference/4-1 Explination.flv | 633.04 KB |
| Unit 4 Probabilistic Inference/4-1 Overview and Example Question.flv | 14.49 MB |
| Unit 4 Probabilistic Inference/4-1 Quiz.jpg | 28.97 KB |
| Unit 4 Probabilistic Inference/4-10 Explination.flv | 1.09 MB |
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| Unit 4 Probabilistic Inference/4-10 Variable Elimination Question 3.flv | 1.58 MB |
| Unit 4 Probabilistic Inference/4-11 Variable Elimination 4.flv | 1.06 MB |
| Unit 4 Probabilistic Inference/4-12 Approximate Inference.flv | 6.70 MB |
| Unit 4 Probabilistic Inference/4-13 Explination.flv | 3.39 MB |
| Unit 4 Probabilistic Inference/4-13 Quiz.jpg | 21.60 KB |
| Unit 4 Probabilistic Inference/4-13 Sampling Example Question.flv | 7.02 MB |
| Unit 4 Probabilistic Inference/4-14 Approximate Inference 2.flv | 5.75 MB |
| Unit 4 Probabilistic Inference/4-15 Rejection Sampling.flv | 6.21 MB |
| Unit 4 Probabilistic Inference/4-16 Explination.flv | 1.92 MB |
| Unit 4 Probabilistic Inference/4-16 Likelihood Weighting Question.flv | 5.95 MB |
| Unit 4 Probabilistic Inference/4-16 Quiz.jpg | 24.44 KB |
| Unit 4 Probabilistic Inference/4-17 Likelihood Weighting 1.flv | 1.04 MB |
| Unit 4 Probabilistic Inference/4-18 Likelihood Weighting 2.flv | 2.92 MB |
| Unit 4 Probabilistic Inference/4-19 Gibbs Sampling.flv | 5.72 MB |
| Unit 4 Probabilistic Inference/4-2 Enumeration Question.flv | 13.69 MB |
| Unit 4 Probabilistic Inference/4-2 Explination.flv | 6.18 MB |
| Unit 4 Probabilistic Inference/4-2 Quiz.jpg | 32.43 KB |
| Unit 4 Probabilistic Inference/4-20 Explination.flv | 5.43 MB |
| Unit 4 Probabilistic Inference/4-20 Monty Hall Problem Question.flv | 4.10 MB |
| Unit 4 Probabilistic Inference/4-20 Quiz.jpg | 26.43 KB |
| Unit 4 Probabilistic Inference/4-21 Monty Hall Letter.flv | 2.28 MB |
| Unit 4 Probabilistic Inference/4-3 Explination.flv | 1.26 MB |
| Unit 4 Probabilistic Inference/4-3 Quiz.jpg | 18.29 KB |
| Unit 4 Probabilistic Inference/4-3 Speeding Up Enumeration Question.flv | 10.84 MB |
| Unit 4 Probabilistic Inference/4-4 Explination.flv | 1.80 MB |
| Unit 4 Probabilistic Inference/4-4 Quiz.jpg | 9.06 KB |
| Unit 4 Probabilistic Inference/4-4 Speeding Up Enumeration Question 2.flv | 707.41 KB |
| Unit 4 Probabilistic Inference/4-5 Explination.flv | 624.81 KB |
| Unit 4 Probabilistic Inference/4-5 Quiz.jpg | 9.03 KB |
| Unit 4 Probabilistic Inference/4-5 Speeding Up Enumeration Question 3.flv | 634.26 KB |
| Unit 4 Probabilistic Inference/4-6 Explination.flv | 1.40 MB |
| Unit 4 Probabilistic Inference/4-6 Quiz.jpg | 10.06 KB |
| Unit 4 Probabilistic Inference/4-6 Speeding Up Enumeration Question 4.flv | 416.29 KB |
| Unit 4 Probabilistic Inference/4-7 Causal Direction.flv | 995.01 KB |
| Unit 4 Probabilistic Inference/4-8 Explination.flv | 1.44 MB |
| Unit 4 Probabilistic Inference/4-8 Quiz.jpg | 17.77 KB |
| Unit 4 Probabilistic Inference/4-8 Variable Elimination Question.flv | 14.47 MB |
| Unit 4 Probabilistic Inference/4-9 Explination.flv | 1.99 MB |
| Unit 4 Probabilistic Inference/4-9 Quiz.jpg | 17.43 KB |
| Unit 4 Probabilistic Inference/4-9 Variable Elimination Question 2.flv | 1.48 MB |
| Unit 4 Probabilistic Inference/Appends.txt | 746 B |
| Unit 5 Machine Learning/5-1 Introduction.flv | 3.68 MB |
| Unit 5 Machine Learning/5-10 Explination.flv | 1.52 MB |
| Unit 5 Machine Learning/5-10 Quiz.jpg | 19.42 KB |
| Unit 5 Machine Learning/5-10 Relationship to Bayes Question.flv | 4.19 MB |
| Unit 5 Machine Learning/5-11 Explination.flv | 3.22 MB |
| Unit 5 Machine Learning/5-11 Question.flv | 1.38 MB |
| Unit 5 Machine Learning/5-11 Quiz.jpg | 21.15 KB |
| Unit 5 Machine Learning/5-12 Explination.flv | 3.24 MB |
| Unit 5 Machine Learning/5-12 Question.flv | 1.13 MB |
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| Unit 5 Machine Learning/5-13 Question.flv | 1.09 MB |
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| Unit 5 Machine Learning/5-14 Answer and Laplace Smoothing Question.flv | 10.26 MB |
| Unit 5 Machine Learning/5-14 Explination.flv | 3.85 MB |
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| Unit 5 Machine Learning/5-15 Explination.flv | 3.97 MB |
| Unit 5 Machine Learning/5-15 Question.flv | 1.32 MB |
| Unit 5 Machine Learning/5-15 Quiz.jpg | 23.85 KB |
| Unit 5 Machine Learning/5-16 Explination.flv | 3.01 MB |
| Unit 5 Machine Learning/5-16 Question.flv | 1.11 MB |
| Unit 5 Machine Learning/5-16 Quiz.jpg | 21.04 KB |
| Unit 5 Machine Learning/5-17 Summary Naive Bayes.flv | 5.57 MB |
| Unit 5 Machine Learning/5-18 Advanced SPAM Filtering.flv | 4.59 MB |
| Unit 5 Machine Learning/5-19 Digit Recognition.flv | 7.64 MB |
| Unit 5 Machine Learning/5-2 Explination.flv | 2.47 MB |
| Unit 5 Machine Learning/5-2 Quiz.jpg | 19.30 KB |
| Unit 5 Machine Learning/5-2 What is Machine Learning Question.flv | 5.80 MB |
| Unit 5 Machine Learning/5-20 Overfitting Prevention.flv | 10.89 MB |
| Unit 5 Machine Learning/5-21 Classification vs Regression Question.flv | 6.41 MB |
| Unit 5 Machine Learning/5-21 Explination.flv | 1.45 MB |
| Unit 5 Machine Learning/5-21 Quiz.jpg | 20.32 KB |
| Unit 5 Machine Learning/5-22 Explination.flv | 4.02 MB |
| Unit 5 Machine Learning/5-22 Linear Regression Question.flv | 8.90 MB |
| Unit 5 Machine Learning/5-22 Quiz.jpg | 12.38 KB |
| Unit 5 Machine Learning/5-23 More Linear Regression.flv | 3.15 MB |
| Unit 5 Machine Learning/5-24 Explination.flv | 4.59 MB |
| Unit 5 Machine Learning/5-24 Quadratic Loss Question.flv | 12.76 MB |
| Unit 5 Machine Learning/5-24 Quiz.jpg | 14.01 KB |
| Unit 5 Machine Learning/5-25 Explination.flv | 3.13 MB |
| Unit 5 Machine Learning/5-25 Problems with Linear Regression Question.flv | 6.77 MB |
| Unit 5 Machine Learning/5-25 Quiz.jpg | 12.38 KB |
| Unit 5 Machine Learning/5-26 Linear Regression and Complexity Control.flv | 5.15 MB |
| Unit 5 Machine Learning/5-27 Explination.flv | 2.67 MB |
| Unit 5 Machine Learning/5-27 Minimizing Complicated Loss Functions Question.flv | 5.50 MB |
| Unit 5 Machine Learning/5-27 Quiz.jpg | 15.70 KB |
| Unit 5 Machine Learning/5-28 Explination.flv | 1.04 MB |
| Unit 5 Machine Learning/5-28 Question.flv | 1.49 MB |
| Unit 5 Machine Learning/5-28 Quiz.jpg | 11.90 KB |
| Unit 5 Machine Learning/5-29 Question.flv | 1.13 MB |
| Unit 5 Machine Learning/5-29 Quiz.jpg | 14.39 KB |
| Unit 5 Machine Learning/5-3 Stanley DARPA Grand Challenge.flv | 6.98 MB |
| Unit 5 Machine Learning/5-30 Answer.flv | 3.32 MB |
| Unit 5 Machine Learning/5-31 Gradient Descent Implementation.flv | 5.22 MB |
| Unit 5 Machine Learning/5-32 Explination.flv | 18.04 MB |
| Unit 5 Machine Learning/5-32 Perceptron Question.flv | 13.46 MB |
| Unit 5 Machine Learning/5-32 Quiz.jpg | 13.83 KB |
| Unit 5 Machine Learning/5-33 k Nearest Neighbors Question.flv | 6.33 MB |
| Unit 5 Machine Learning/5-33 Quiz.jpg | 10.49 KB |
| Unit 5 Machine Learning/5-34 Explination.flv | 2.11 MB |
| Unit 5 Machine Learning/5-34 kNN Definition Question.flv | 3.52 MB |
| Unit 5 Machine Learning/5-34 Quiz.jpg | 12.93 KB |
| Unit 5 Machine Learning/5-35 k as Smoothing Parameter.flv | 5.39 MB |
| Unit 5 Machine Learning/5-36 Problems with kNN.flv | 6.63 MB |
| Unit 5 Machine Learning/5-37 Congratulations.flv | 3.77 MB |
| Unit 5 Machine Learning/5-4 Taxonomy.flv | 11.91 MB |
| Unit 5 Machine Learning/5-5 Quiz.jpg | 17.19 KB |
| Unit 5 Machine Learning/5-5 Supervised Learning Question.flv | 10.03 MB |
| Unit 5 Machine Learning/5-6 Occam's Razor.flv | 8.44 MB |
| Unit 5 Machine Learning/5-7 Explination.flv | 1.59 MB |
| Unit 5 Machine Learning/5-7 Quiz.jpg | 17.85 KB |
| Unit 5 Machine Learning/5-7 SPAM Detection Question.flv | 13.77 MB |
| Unit 5 Machine Learning/5-8 Explination.flv | 848.32 KB |
| Unit 5 Machine Learning/5-8 Question.flv | 847.63 KB |
| Unit 5 Machine Learning/5-8 Quiz.jpg | 17.43 KB |
| Unit 5 Machine Learning/5-9 Explination.flv | 1.54 MB |
| Unit 5 Machine Learning/5-9 Maximum Likelihood_1 Question.flv | 13.98 MB |
| Unit 5 Machine Learning/5-9 Quiz.jpg | 21.76 KB |
| Unit 5 Machine Learning/Appends.txt.txt | 578 B |
| Unit 6 Unsupervised Learning/6-1 Explination.flv | 1.32 MB |
| Unit 6 Unsupervised Learning/6-1 Quiz.jpg | 17.28 KB |
| Unit 6 Unsupervised Learning/6-1 Unsupervised Learning Question.flv | 3.68 MB |
| Unit 6 Unsupervised Learning/6-10 Gaussian Learning.flv | 6.90 MB |
| Unit 6 Unsupervised Learning/6-11 Explination.flv | 1.74 MB |
| Unit 6 Unsupervised Learning/6-11 Maximum Likelihood Question.flv | 12.98 MB |
| Unit 6 Unsupervised Learning/6-11 Quiz.jpg | 12.09 KB |
| Unit 6 Unsupervised Learning/6-12 Explination.flv | 1.12 MB |
| Unit 6 Unsupervised Learning/6-12 Question.flv | 566.25 KB |
| Unit 6 Unsupervised Learning/6-12 Quiz.jpg | 13.90 KB |
| Unit 6 Unsupervised Learning/6-13 Explination.flv | 1.80 MB |
| Unit 6 Unsupervised Learning/6-13 Question.flv | 2.51 MB |
| Unit 6 Unsupervised Learning/6-13 Quiz.jpg | 19.38 KB |
| Unit 6 Unsupervised Learning/6-14 Gaussian Summary.flv | 947.71 KB |
| Unit 6 Unsupervised Learning/6-15 EM as Generalization of k-Means.flv | 4.48 MB |
| Unit 6 Unsupervised Learning/6-16 EM Algorithm Question.flv | 10.02 MB |
| Unit 6 Unsupervised Learning/6-16 Explination.flv | 859.76 KB |
| Unit 6 Unsupervised Learning/6-16 Quiz.jpg | 10.30 KB |
| Unit 6 Unsupervised Learning/6-17 Explination.flv | 466.98 KB |
| Unit 6 Unsupervised Learning/6-17 Question.flv | 1.12 MB |
| Unit 6 Unsupervised Learning/6-17 Quiz.jpg | 17.64 KB |
| Unit 6 Unsupervised Learning/6-18 Explination.flv | 2.13 MB |
| Unit 6 Unsupervised Learning/6-18 Question.flv | 2.49 MB |
| Unit 6 Unsupervised Learning/6-18 Quiz.jpg | 11.65 KB |
| Unit 6 Unsupervised Learning/6-19 Choosing k.flv | 6.15 MB |
| Unit 6 Unsupervised Learning/6-2 Explination.flv | 2.89 MB |
| Unit 6 Unsupervised Learning/6-2 Question.flv | 2.24 MB |
| Unit 6 Unsupervised Learning/6-2 Quiz.jpg | 17.53 KB |
| Unit 6 Unsupervised Learning/6-20 Clustering Summary.flv | 2.19 MB |
| Unit 6 Unsupervised Learning/6-21 Dimensionality Reduction Question.flv | 1.33 MB |
| Unit 6 Unsupervised Learning/6-21 Explination.flv | 607.41 KB |
| Unit 6 Unsupervised Learning/6-21Quiz.jpg | 17.83 KB |
| Unit 6 Unsupervised Learning/6-22 Explination.flv | 1.51 MB |
| Unit 6 Unsupervised Learning/6-22 Question.flv | 419.48 KB |
| Unit 6 Unsupervised Learning/6-22 Quiz.jpg | 12.94 KB |
| Unit 6 Unsupervised Learning/6-23 Linear Dimensionality Reduction.flv | 9.08 MB |
| Unit 6 Unsupervised Learning/6-24 Face Examples.flv | 6.78 MB |
| Unit 6 Unsupervised Learning/6-25 Scan Example.flv | 11.90 MB |
| Unit 6 Unsupervised Learning/6-26 Piece-Wise Linear Projection.flv | 1.69 MB |
| Unit 6 Unsupervised Learning/6-27 Explination.flv | 1.82 MB |
| Unit 6 Unsupervised Learning/6-27 Quiz.jpg | 19.98 KB |
| Unit 6 Unsupervised Learning/6-27 Spectral Clustering Question.flv | 2.25 MB |
| Unit 6 Unsupervised Learning/6-28 Explination.flv | 282.03 KB |
| Unit 6 Unsupervised Learning/6-28 Quiz.jpg | 18.93 KB |
| Unit 6 Unsupervised Learning/6-28 Spectral Clustering Algorithm Question.flv | 17.24 MB |
| Unit 6 Unsupervised Learning/6-29 Explination.flv | 720.72 KB |
| Unit 6 Unsupervised Learning/6-29 Question.flv | 912.88 KB |
| Unit 6 Unsupervised Learning/6-29 Quiz.jpg | 22.17 KB |
| Unit 6 Unsupervised Learning/6-3 Terminology.flv | 4.57 MB |
| Unit 6 Unsupervised Learning/6-30 Supervised vs Unsupervised Learning.flv | 5.99 MB |
| Unit 6 Unsupervised Learning/6-4 Google Street View and Clustering.flv | 7.73 MB |
| Unit 6 Unsupervised Learning/6-5 k-Means Clustering Example.flv | 5.95 MB |
| Unit 6 Unsupervised Learning/6-6 Explination.flv | 942.88 KB |
| Unit 6 Unsupervised Learning/6-6 k-Means Algorithm Question.flv | 6.10 MB |
| Unit 6 Unsupervised Learning/6-6 Quiz.jpg | 15.62 KB |
| Unit 6 Unsupervised Learning/6-7 Explination.flv | 1.78 MB |
| Unit 6 Unsupervised Learning/6-7 Question.flv | 959.36 KB |
| Unit 6 Unsupervised Learning/6-7 Quiz.jpg | 11.00 KB |
| Unit 6 Unsupervised Learning/6-8 Explination.flv | 1.32 MB |
| Unit 6 Unsupervised Learning/6-8 Question.flv | 721.23 KB |
| Unit 6 Unsupervised Learning/6-8 Quiz.jpg | 10.34 KB |
| Unit 6 Unsupervised Learning/6-9 Expectation Maximization.flv | 13.24 MB |
| Unit 6 Unsupervised Learning/Appends.txt | 580 B |
| Unit 7 Representation with Logic/7-1 Introduction.flv | 3.59 MB |
| Unit 7 Representation with Logic/7-10 Syntax.flv | 12.75 MB |
| Unit 7 Representation with Logic/7-11 Vacuum World.flv | 10.12 MB |
| Unit 7 Representation with Logic/7-12 Explination.flv | 4.16 MB |
| Unit 7 Representation with Logic/7-12 Quiz.jpg | 12.49 KB |
| Unit 7 Representation with Logic/7-13 Explination.flv | 6.45 MB |
| Unit 7 Representation with Logic/7-13 Question.flv | 9.27 MB |
| Unit 7 Representation with Logic/7-13 Quiz.jpg | 20.47 KB |
| Unit 7 Representation with Logic/7-2 Propositional Logic.flv | 11.56 MB |
| Unit 7 Representation with Logic/7-3 Explination.flv | 2.45 MB |
| Unit 7 Representation with Logic/7-3 Quiz.jpg | 22.72 KB |
| Unit 7 Representation with Logic/7-3 Truth Tables Question.flv | 8.43 MB |
| Unit 7 Representation with Logic/7-4 Explination.flv | 4.14 MB |
| Unit 7 Representation with Logic/7-4 Question.flv | 1.63 MB |
| Unit 7 Representation with Logic/7-4 Quiz.jpg | 12.92 KB |
| Unit 7 Representation with Logic/7-5 Explination.flv | 2.06 MB |
| Unit 7 Representation with Logic/7-5 Question.flv | 2.95 MB |
| Unit 7 Representation with Logic/7-5 Quiz.jpg | 9.62 KB |
| Unit 7 Representation with Logic/7-6 Explination.flv | 5.23 MB |
| Unit 7 Representation with Logic/7-6 Quiz.jpg | 16.73 KB |
| Unit 7 Representation with Logic/7-6 Terminology Question.flv | 4.68 MB |
| Unit 7 Representation with Logic/7-7 Propositional Logic Limitations.flv | 4.00 MB |
| Unit 7 Representation with Logic/7-8 First Order Logic.flv | 11.56 MB |
| Unit 7 Representation with Logic/7-9 Models.flv | 12.23 MB |
| Unit 7 Representation with Logic/Appends.txt | 268 B |
| Unit 8 Planning/8-1 Introduction.flv | 2.16 MB |
| Unit 8 Planning/8-10 Explination.flv | 3.03 MB |
| Unit 8 Planning/8-10 Finding a Successful Plan Question.flv | 6.78 MB |
| Unit 8 Planning/8-10 Quiz.jpg | 16.71 KB |
| Unit 8 Planning/8-11 Problem Solving via Mathematical Notation.flv | 8.25 MB |
| Unit 8 Planning/8-12 Tracking the Predict Update Cycle.flv | 9.05 MB |
| Unit 8 Planning/8-13 Classical Planning 1.flv | 17.45 MB |
| Unit 8 Planning/8-14 Classical Planning 2.flv | 5.65 MB |
| Unit 8 Planning/8-15 Progression Search.flv | 4.38 MB |
| Unit 8 Planning/8-16 Regression Search.flv | 9.79 MB |
| Unit 8 Planning/8-17 Regression vs Progression.flv | 5.61 MB |
| Unit 8 Planning/8-18 Plan Space Search.flv | 6.88 MB |
| Unit 8 Planning/8-19 Sliding Puzzle Example.flv | 10.04 MB |
| Unit 8 Planning/8-2 Problem Solving vs Planning.flv | 8.20 MB |
| Unit 8 Planning/8-20 Situation Calculus 1.flv | 11.84 MB |
| Unit 8 Planning/8-21 Situation Calculus 2.flv | 12.10 MB |
| Unit 8 Planning/8-22 Situation Calculus 3.flv | 9.66 MB |
| Unit 8 Planning/8-3 Planning vs Execution.flv | 10.41 MB |
| Unit 8 Planning/8-4 Vacuum Cleaner Example.flv | 6.83 MB |
| Unit 8 Planning/8-5 Explination.flv | 1.19 MB |
| Unit 8 Planning/8-5 Quiz.jpg | 27.53 KB |
| Unit 8 Planning/8-5 Sensorless Vacuum Cleaner Problem Question.flv | 7.24 MB |
| Unit 8 Planning/8-6 Partially Observable Vacuum Cleaner Example.flv | 7.73 MB |
| Unit 8 Planning/8-7 Explination.flv | 2.62 MB |
| Unit 8 Planning/8-7 Quiz.jpg | 21.93 KB |
| Unit 8 Planning/8-7 Stocastic Environment Problem Question.flv | 9.06 MB |
| Unit 8 Planning/8-8 Infinite Sequences.flv | 6.50 MB |
| Unit 8 Planning/8-9 Finding a Successful Plan.flv | 5.22 MB |
| Unit 8 Planning/Appends.txt | 0 B |
| Unit 9 Planning Under Uncertainty/9-1 Introduction.flv | 1.72 MB |
| Unit 9 Planning Under Uncertainty/9-10 Policy Question 3.flv | 947.46 KB |
| Unit 9 Planning Under Uncertainty/9-10 Quiz.jpg | 15.62 KB |
| Unit 9 Planning Under Uncertainty/9-11 Explination.flv | 1.30 MB |
| Unit 9 Planning Under Uncertainty/9-11 Policy Answer 3 Question 4.flv | 2.63 MB |
| Unit 9 Planning Under Uncertainty/9-11 Quiz.jpg | 19.71 KB |
| Unit 9 Planning Under Uncertainty/9-12 MDP and Costs.flv | 8.72 MB |
| Unit 9 Planning Under Uncertainty/9-13 Value Iteration 1.flv | 4.84 MB |
| Unit 9 Planning Under Uncertainty/9-14 Value Iteration 2.flv | 1.06 MB |
| Unit 9 Planning Under Uncertainty/9-15 Value Iteration 3.flv | 14.28 MB |
| Unit 9 Planning Under Uncertainty/9-16 Deterministic Question 1.flv | 2.58 MB |
| Unit 9 Planning Under Uncertainty/9-16 Explination.flv | 989.79 KB |
| Unit 9 Planning Under Uncertainty/9-16 Quiz.jpg | 16.99 KB |
| Unit 9 Planning Under Uncertainty/9-17 Deterministic Question 2.flv | 432.04 KB |
| Unit 9 Planning Under Uncertainty/9-17 Explination.flv | 1.08 MB |
| Unit 9 Planning Under Uncertainty/9-17 Quiz.jpg | 20.30 KB |
| Unit 9 Planning Under Uncertainty/9-18 Deterministic Question 3.flv | 630.74 KB |
| Unit 9 Planning Under Uncertainty/9-18 Explination.flv | 2.06 MB |
| Unit 9 Planning Under Uncertainty/9-18 Quiz.jpg | 21.65 KB |
| Unit 9 Planning Under Uncertainty/9-19 Explination.flv | 2.71 MB |
| Unit 9 Planning Under Uncertainty/9-19 Quiz.jpg | 16.57 KB |
| Unit 9 Planning Under Uncertainty/9-19 Stochastic Question 1.flv | 1.14 MB |
| Unit 9 Planning Under Uncertainty/9-2 Planning Under Uncertainty MDP.flv | 10.91 MB |
| Unit 9 Planning Under Uncertainty/9-20 Explination.flv | 4.67 MB |
| Unit 9 Planning Under Uncertainty/9-20 Quiz.jpg | 20.06 KB |
| Unit 9 Planning Under Uncertainty/9-20 Stochastic Question 2.flv | 1.12 MB |
| Unit 9 Planning Under Uncertainty/9-21 Value Iteration and Policy 1.flv | 2.62 MB |
| Unit 9 Planning Under Uncertainty/9-22 Value Iteration and Policy 2.flv | 8.77 MB |
| Unit 9 Planning Under Uncertainty/9-23 MDP Conclusion.flv | 5.54 MB |
| Unit 9 Planning Under Uncertainty/9-24 Partial Observability Introduction.flv | 2.33 MB |
| Unit 9 Planning Under Uncertainty/9-25 POMDP vs MDP.flv | 2.34 MB |
| Unit 9 Planning Under Uncertainty/9-26 POMDP.flv | 17.81 MB |
| Unit 9 Planning Under Uncertainty/9-27 Planning Under Uncertainty Conclusion.flv | 1.83 MB |
| Unit 9 Planning Under Uncertainty/9-3 Robot Tour Guide Examples.flv | 12.50 MB |
| Unit 9 Planning Under Uncertainty/9-4 MDP Grid World.flv | 8.40 MB |
| Unit 9 Planning Under Uncertainty/9-5 Problems with Conventional Planning 1.flv | 5.04 MB |
| Unit 9 Planning Under Uncertainty/9-6 Branching Factor Question.flv | 1.76 MB |
| Unit 9 Planning Under Uncertainty/9-6 Explination.flv | 896.37 KB |
| Unit 9 Planning Under Uncertainty/9-6 Quiz.jpg | 23.91 KB |
| Unit 9 Planning Under Uncertainty/9-7 Problems with Conventional Planning 2.flv | 3.89 MB |
| Unit 9 Planning Under Uncertainty/9-8 Explination.flv | 324.65 KB |
| Unit 9 Planning Under Uncertainty/9-8 Policy Question 1.flv | 1.93 MB |
| Unit 9 Planning Under Uncertainty/9-8 Quiz.jpg | 14.23 KB |
| Unit 9 Planning Under Uncertainty/9-9 Explination.flv | 468.73 KB |
| Unit 9 Planning Under Uncertainty/9-9 Policy Question 2.flv | 307.94 KB |
| Unit 9 Planning Under Uncertainty/9-9 Quiz.jpg | 16.19 KB |
| Unit 9 Planning Under Uncertainty/Appends.txt | 664 B |
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