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文件列表
ai_for_robotics/1 - Introduction - Artificial Intelligence for Robotics .mp4
13.9 MB
ai_for_robotics/10 - Probability After Sense - Artificial Intelligence for Robotics .mp4
4.6 MB
ai_for_robotics/100 - Parameter Update 2 Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/101 - Separated Gaussians - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/102 - Separated Gaussians Solution - Artificial Intelligence for Robotics .mp4
399.4 kB
ai_for_robotics/103 - Separated Gaussians 2 - Artificial Intelligence for Robotics .mp4
1.0 MB
ai_for_robotics/104 - Separated Gaussians 2 Solution - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/105 - New Mean and Variance - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/106 - New Mean and Variance Solution - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/107 - Gaussian Motion - Artificial Intelligence for Robotics .mp4
7.4 MB
ai_for_robotics/108 - Gaussian Motion Solution - Artificial Intelligence for Robotics .mp4
424.9 kB
ai_for_robotics/109 - Predict Function - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/11 - Probability After Sense Solution - Artificial Intelligence for Robotics .mp4
639.4 kB
ai_for_robotics/110 - Predict Function Solution - Artificial Intelligence for Robotics .mp4
585.6 kB
ai_for_robotics/111 - Kalman Filter Code - Artificial Intelligence for Robotics .mp4
4.4 MB
ai_for_robotics/112 - Kalman Filter Code Solution - Artificial Intelligence for Robotics .mp4
11.9 MB
ai_for_robotics/113 - Kalman Prediction - Artificial Intelligence for Robotics .mp4
3.7 MB
ai_for_robotics/114 - Kalman Prediction Solution - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/115 - Kalman Filter Land - Artificial Intelligence for Robotics .mp4
7.2 MB
ai_for_robotics/116 - Kalman Filter Prediction - Artificial Intelligence for Robotics .mp4
4.2 MB
ai_for_robotics/117 - Kalman Filter Prediction Solution - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/118 - Another Prediction - Artificial Intelligence for Robotics .mp4
613.8 kB
ai_for_robotics/119 - Another Prediction Solution - Artificial Intelligence for Robotics .mp4
658.5 kB
ai_for_robotics/12 - Compute Sum - Artificial Intelligence for Robotics .mp4
1.0 MB
ai_for_robotics/120 - More Kalman Filters - Artificial Intelligence for Robotics .mp4
10.7 MB
ai_for_robotics/121 - Kalman Filter Design - Artificial Intelligence for Robotics .mp4
8.7 MB
ai_for_robotics/122 - Kalman Matrices - Artificial Intelligence for Robotics .mp4
16.7 MB
ai_for_robotics/123 - Kalman Matrices Solution - Artificial Intelligence for Robotics .mp4
11.4 MB
ai_for_robotics/124 - The Next Class - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/125 - Conclusion - Artificial Intelligence for Robotics .mp4
1.8 MB
ai_for_robotics/126 - Measurement Update - Artificial Intelligence for Robotics .mp4
2.0 MB
ai_for_robotics/127 - Measurement Update Solution - Artificial Intelligence for Robotics .mp4
645.7 kB
ai_for_robotics/128 - New Variance - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/129 - New Variance Solution - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/13 - Compute Sum Solution - Artificial Intelligence for Robotics .mp4
142.1 kB
ai_for_robotics/130 - Heavytail Gaussian - Artificial Intelligence for Robotics .mp4
1.8 MB
ai_for_robotics/131 - Heavytail Gaussian Solution - Artificial Intelligence for Robotics .mp4
2.1 MB
ai_for_robotics/132 - How Many Dimensions - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/133 - How Many Dimensions Solution - Artificial Intelligence for Robotics .mp4
643.5 kB
ai_for_robotics/134 - State Transition Matrix - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/135 - State Transition Matrix Solution - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/136 - Programming Exercise - Artificial Intelligence for Robotics .mp4
18.3 MB
ai_for_robotics/137 - Programming Exercise Solution - Artificial Intelligence for Robotics .mp4
10.6 MB
ai_for_robotics/138 - Congratulations - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/139 - Question 5 Help - Artificial Intelligence for Robotics .mp4
9.4 MB
ai_for_robotics/14 - Normalize Distribution - Artificial Intelligence for Robotics .mp4
967.0 kB
ai_for_robotics/140 - Question 6 Help - Artificial Intelligence for Robotics .mp4
9.0 MB
ai_for_robotics/141 - Office Hours Week 2 - Artificial Intelligence for Robotics .mp4
21.6 MB
ai_for_robotics/142 - Field Trip - Artificial Intelligence for Robotics .mp4
8.9 MB
ai_for_robotics/143 - State Space - Artificial Intelligence for Robotics .mp4
2.9 MB
ai_for_robotics/144 - State Space Solution - Artificial Intelligence for Robotics .mp4
572.8 kB
ai_for_robotics/145 - Belief Modality - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/146 - Belief Modality Solution - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/147 - Efficiency - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/148 - Efficiency Solution - Artificial Intelligence for Robotics .mp4
2.4 MB
ai_for_robotics/149 - Exact or Approximate - Artificial Intelligence for Robotics .mp4
822.3 kB
ai_for_robotics/15 - Normalize Distribution Solution - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/150 - Exact or Approximate Solution - Artificial Intelligence for Robotics .mp4
1.5 MB
ai_for_robotics/151 - Particle Filters - Artificial Intelligence for Robotics .mp4
10.7 MB
ai_for_robotics/152 - Using Robot Class - Artificial Intelligence for Robotics .mp4
5.7 MB
ai_for_robotics/153 - Robot Class Details - Artificial Intelligence for Robotics .mp4
2.8 MB
ai_for_robotics/154 - Moving Robot - Artificial Intelligence for Robotics .mp4
2.8 MB
ai_for_robotics/155 - Moving Robot Solution - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/156 - Add Noise - Artificial Intelligence for Robotics .mp4
2.0 MB
ai_for_robotics/157 - Add Noise Solution - Artificial Intelligence for Robotics .mp4
902.2 kB
ai_for_robotics/158 - Robot World - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/159 - Creating Particles - Artificial Intelligence for Robotics .mp4
4.0 MB
ai_for_robotics/16 - pHit and pMiss - Artificial Intelligence for Robotics .mp4
682.0 kB
ai_for_robotics/160 - Creating Particles Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/161 - Robot Particles - Artificial Intelligence for Robotics .mp4
1.8 MB
ai_for_robotics/162 - Robot Particles Solution - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/163 - Importance Weight - Artificial Intelligence for Robotics .mp4
15.0 MB
ai_for_robotics/164 - Importance Weight Solution - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/165 - Resampling - Artificial Intelligence for Robotics .mp4
6.8 MB
ai_for_robotics/166 - Resampling Solution - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/167 - Never Sampled 1 - Artificial Intelligence for Robotics .mp4
587.3 kB
ai_for_robotics/168 - Never Sampled 1 Solution - Artificial Intelligence for Robotics .mp4
489.1 kB
ai_for_robotics/169 - Never Sampled 2 - Artificial Intelligence for Robotics .mp4
683.7 kB
ai_for_robotics/17 - pHit and pMiss Solution - Artificial Intelligence for Robotics .mp4
684.6 kB
ai_for_robotics/170 - Never Sampled 2 Solution - Artificial Intelligence for Robotics .mp4
533.7 kB
ai_for_robotics/171 - Never Sampled 3 - Artificial Intelligence for Robotics .mp4
775.5 kB
ai_for_robotics/172 - Never Sampled 3 Solution - Artificial Intelligence for Robotics .mp4
4.1 MB
ai_for_robotics/173 - New Particle - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/174 - New Particle Set Solution - Artificial Intelligence for Robotics .mp4
1.5 MB
ai_for_robotics/175 - Resampling Wheel - Artificial Intelligence for Robotics .mp4
8.9 MB
ai_for_robotics/176 - Resampling Wheel Solution - Artificial Intelligence for Robotics .mp4
9.3 MB
ai_for_robotics/177 - Orientation 1 - Artificial Intelligence for Robotics .mp4
859.9 kB
ai_for_robotics/178 - Orientation 1 Solution - Artificial Intelligence for Robotics .mp4
1.9 MB
ai_for_robotics/179 - Orientation 2 - Artificial Intelligence for Robotics .mp4
325.7 kB
ai_for_robotics/18 - Sum of Probabilities - Artificial Intelligence for Robotics .mp4
409.4 kB
ai_for_robotics/180 - Orientation 2 Solution - Artificial Intelligence for Robotics .mp4
4.2 MB
ai_for_robotics/181 - Error - Artificial Intelligence for Robotics .mp4
7.1 MB
ai_for_robotics/182 - Error Solution - Artificial Intelligence for Robotics .mp4
5.0 MB
ai_for_robotics/183 - You and Sebastian - Artificial Intelligence for Robotics .mp4
2.1 MB
ai_for_robotics/184 - Filters - Artificial Intelligence for Robotics .mp4
7.8 MB
ai_for_robotics/185 - Filters Solution - Artificial Intelligence for Robotics .mp4
1.4 MB
ai_for_robotics/186 - 2012 - Artificial Intelligence for Robotics .mp4
5.2 MB
ai_for_robotics/187 - Preview - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/188 - Empty Cell - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/189 - Empty Cell Solution - Artificial Intelligence for Robotics .mp4
1.5 MB
ai_for_robotics/19 - Sum of Probabilities Solution - Artificial Intelligence for Robotics .mp4
293.2 kB
ai_for_robotics/190 - Motion Question - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/191 - Motion Question Solution - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/192 - Single Particle - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/193 - Single Particle Solution - Artificial Intelligence for Robotics .mp4
1.8 MB
ai_for_robotics/194 - Circular Motion - Artificial Intelligence for Robotics .mp4
18.5 MB
ai_for_robotics/195 - Circular Motion Solution - Artificial Intelligence for Robotics .mp4
6.6 MB
ai_for_robotics/196 - Sensing - Artificial Intelligence for Robotics .mp4
7.2 MB
ai_for_robotics/197 - Sensing Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/198 - Final - Artificial Intelligence for Robotics .mp4
16.8 MB
ai_for_robotics/199 - Final Solution - Artificial Intelligence for Robotics .mp4
8.5 MB
ai_for_robotics/2 - Localization - Artificial Intelligence for Robotics .mp4
6.9 MB
ai_for_robotics/20 - Sense Function - Artificial Intelligence for Robotics .mp4
3.3 MB
ai_for_robotics/200 - Question 4 Radius - Artificial Intelligence for Robotics .mp4
7.1 MB
ai_for_robotics/201 - Question 4 Position - Artificial Intelligence for Robotics .mp4
8.1 MB
ai_for_robotics/202 - Office Hours Week 3 - Artificial Intelligence for Robotics .mp4
24.0 MB
ai_for_robotics/203 - Motion Planning - Artificial Intelligence for Robotics .mp4
5.9 MB
ai_for_robotics/204 - Compute Cost - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/205 - Compute Cost Solution - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/206 - Compute Cost 2 - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/207 - Compute Cost 2 Solution - Artificial Intelligence for Robotics .mp4
981.7 kB
ai_for_robotics/208 - Optimal Path - Artificial Intelligence for Robotics .mp4
2.1 MB
ai_for_robotics/209 - Optimal Path Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/21 - Sense Function Solution - Artificial Intelligence for Robotics .mp4
2.0 MB
ai_for_robotics/210 - Optimal Path 2 - Artificial Intelligence for Robotics .mp4
349.3 kB
ai_for_robotics/211 - Optimal Path 2 Solution - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/212 - Maze - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/213 - Maze Solution - Artificial Intelligence for Robotics .mp4
856.5 kB
ai_for_robotics/214 - Maze 2 - Artificial Intelligence for Robotics .mp4
3.4 MB
ai_for_robotics/215 - Maze 2 Solution - Artificial Intelligence for Robotics .mp4
461.0 kB
ai_for_robotics/216 - First Search Program - Artificial Intelligence for Robotics .mp4
18.9 MB
ai_for_robotics/217 - First Search Program Solution - Artificial Intelligence for Robotics .mp4
13.7 MB
ai_for_robotics/218 - Expansion Grid - Artificial Intelligence for Robotics .mp4
3.8 MB
ai_for_robotics/219 - Expansion Grid Solution - Artificial Intelligence for Robotics .mp4
2.0 MB
ai_for_robotics/22 - Normalized Sense Function - Artificial Intelligence for Robotics .mp4
394.4 kB
ai_for_robotics/220 - Print Path - Artificial Intelligence for Robotics .mp4
4.5 MB
ai_for_robotics/221 - Print Path Solution - Artificial Intelligence for Robotics .mp4
8.3 MB
ai_for_robotics/222 - A- - Artificial Intelligence for Robotics .mp4
23.3 MB
ai_for_robotics/223 - Implement A- - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/224 - Implement A- Solution - Artificial Intelligence for Robotics .mp4
10.6 MB
ai_for_robotics/225 - A- in Action - Artificial Intelligence for Robotics .mp4
13.8 MB
ai_for_robotics/226 - Dynamic Programming - Artificial Intelligence for Robotics .mp4
8.8 MB
ai_for_robotics/227 - Computing Value - Artificial Intelligence for Robotics .mp4
6.6 MB
ai_for_robotics/228 - Computing Value Solution - Artificial Intelligence for Robotics .mp4
605.8 kB
ai_for_robotics/229 - Computing Value 2 - Artificial Intelligence for Robotics .mp4
142.9 kB
ai_for_robotics/23 - Normalized Sense Function Solution - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/230 - Computing Value 2 Solution - Artificial Intelligence for Robotics .mp4
599.4 kB
ai_for_robotics/231 - Value Program - Artificial Intelligence for Robotics .mp4
3.9 MB
ai_for_robotics/232 - Value Program Solution - Artificial Intelligence for Robotics .mp4
7.6 MB
ai_for_robotics/233 - Optimum Policy - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/234 - Optimum Policy Solution - Artificial Intelligence for Robotics .mp4
3.2 MB
ai_for_robotics/235 - Left Turn Policy - Artificial Intelligence for Robotics .mp4
11.2 MB
ai_for_robotics/236 - Left Turn Policy Solution - Artificial Intelligence for Robotics .mp4
10.2 MB
ai_for_robotics/237 - Planning Conclusion - Artificial Intelligence for Robotics .mp4
9.3 MB
ai_for_robotics/238 - Admissible Heuristic - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/239 - Admissible Heuristic Solution - Artificial Intelligence for Robotics .mp4
825.9 kB
ai_for_robotics/24 - Test Sense Function - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/240 - Admissible Heuristic 2 - Artificial Intelligence for Robotics .mp4
612.9 kB
ai_for_robotics/241 - Admissible Heuristic 2 Solution - Artificial Intelligence for Robotics .mp4
1.0 MB
ai_for_robotics/242 - Bad Heuristic - Artificial Intelligence for Robotics .mp4
1.9 MB
ai_for_robotics/243 - Bad Heuristic Solution - Artificial Intelligence for Robotics .mp4
2.9 MB
ai_for_robotics/244 - Diagonal Motion - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/245 - Diagonal Motion Solution - Artificial Intelligence for Robotics .mp4
613.7 kB
ai_for_robotics/246 - Stochastic Motion - Artificial Intelligence for Robotics .mp4
16.7 MB
ai_for_robotics/247 - Stochastic Motion Solution - Artificial Intelligence for Robotics .mp4
4.4 MB
ai_for_robotics/248 - Office Hours Week 4 - Artificial Intelligence for Robotics .mp4
31.6 MB
ai_for_robotics/249 - Robot Motion - Artificial Intelligence for Robotics .mp4
4.7 MB
ai_for_robotics/25 - Test Sense Function Solution - Artificial Intelligence for Robotics .mp4
831.7 kB
ai_for_robotics/250 - Robot Motion Solution - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/251 - Smoothing Algorithm - Artificial Intelligence for Robotics .mp4
3.1 MB
ai_for_robotics/252 - Smoothing Algorithm Solution - Artificial Intelligence for Robotics .mp4
613.0 kB
ai_for_robotics/253 - Smoothing Algorithm 2 - Artificial Intelligence for Robotics .mp4
493.2 kB
ai_for_robotics/254 - Smoothing Algorithm 2 Solution - Artificial Intelligence for Robotics .mp4
539.0 kB
ai_for_robotics/255 - Smoothing Algorithm 3 - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/256 - Smoothing Algorithm 3 Solution - Artificial Intelligence for Robotics .mp4
3.5 MB
ai_for_robotics/257 - Path Smoothing - Artificial Intelligence for Robotics .mp4
12.0 MB
ai_for_robotics/258 - Path Smoothing Solution - Artificial Intelligence for Robotics .mp4
3.3 MB
ai_for_robotics/259 - Zero Data Weight - Artificial Intelligence for Robotics .mp4
948.0 kB
ai_for_robotics/26 - Multiple Measurements - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/260 - Zero Data Weight Solution - Artificial Intelligence for Robotics .mp4
4.4 MB
ai_for_robotics/261 - PID Control - Artificial Intelligence for Robotics .mp4
3.3 MB
ai_for_robotics/262 - PID Control Solution - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/263 - Proportional Control - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/264 - Proportional Control Solution - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/265 - Implement P Controller - Artificial Intelligence for Robotics .mp4
7.2 MB
ai_for_robotics/266 - Implement P Controller Solution - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/267 - Oscillations - Artificial Intelligence for Robotics .mp4
853.2 kB
ai_for_robotics/268 - Oscillations Solution - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/269 - PD Controller - Artificial Intelligence for Robotics .mp4
7.6 MB
ai_for_robotics/27 - Multiple Measurements Solution - Artificial Intelligence for Robotics .mp4
1.9 MB
ai_for_robotics/270 - PD Controller Solution - Artificial Intelligence for Robotics .mp4
1.4 MB
ai_for_robotics/271 - Systematic Bias - Artificial Intelligence for Robotics .mp4
2.4 MB
ai_for_robotics/272 - Systematic Bias Solution - Artificial Intelligence for Robotics .mp4
1.9 MB
ai_for_robotics/273 - Is PD Enough - Artificial Intelligence for Robotics .mp4
598.9 kB
ai_for_robotics/274 - Is PD Enough Solution - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/275 - PID Implementation - Artificial Intelligence for Robotics .mp4
4.8 MB
ai_for_robotics/276 - PID Implementation Solution - Artificial Intelligence for Robotics .mp4
5.6 MB
ai_for_robotics/277 - Twiddle - Artificial Intelligence for Robotics .mp4
9.3 MB
ai_for_robotics/278 - Parameter Optimization - Artificial Intelligence for Robotics .mp4
8.3 MB
ai_for_robotics/279 - Parameter Optimization Solution - Artificial Intelligence for Robotics .mp4
7.5 MB
ai_for_robotics/28 - Exact Motion - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/280 - Summary - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/281 - Missing Parameters - Artificial Intelligence for Robotics .mp4
3.9 MB
ai_for_robotics/282 - Missing Parameters Solution - Artificial Intelligence for Robotics .mp4
5.8 MB
ai_for_robotics/283 - Cyclic Smoothing - Artificial Intelligence for Robotics .mp4
5.8 MB
ai_for_robotics/284 - Cyclic Smoothing Solution - Artificial Intelligence for Robotics .mp4
1.6 MB
ai_for_robotics/285 - Constrained Smoothing - Artificial Intelligence for Robotics .mp4
12.2 MB
ai_for_robotics/286 - Constrained Smoothing Solution - Artificial Intelligence for Robotics .mp4
2.1 MB
ai_for_robotics/287 - Racetrack Control - Artificial Intelligence for Robotics .mp4
8.7 MB
ai_for_robotics/288 - Racetrack Control Solution - Artificial Intelligence for Robotics .mp4
4.4 MB
ai_for_robotics/289 - Gradient Descent - Artificial Intelligence for Robotics .mp4
18.0 MB
ai_for_robotics/29 - Exact Motion Solution - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/290 - Office Hours Week 5 - Artificial Intelligence for Robotics .mp4
40.6 MB
ai_for_robotics/291 - Putting It All Together - Artificial Intelligence for Robotics .mp4
2.1 MB
ai_for_robotics/292 - Localization - Artificial Intelligence for Robotics .mp4
4.4 MB
ai_for_robotics/293 - Localization - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/294 - Planning - Artificial Intelligence for Robotics .mp4
3.2 MB
ai_for_robotics/295 - Planning Solution - Artificial Intelligence for Robotics .mp4
941.6 kB
ai_for_robotics/296 - PID - Artificial Intelligence for Robotics .mp4
2.3 MB
ai_for_robotics/297 - PID Solution - Artificial Intelligence for Robotics .mp4
784.3 kB
ai_for_robotics/298 - Your Robot Car - Artificial Intelligence for Robotics .mp4
13.6 MB
ai_for_robotics/299 - Segmented CTE - Artificial Intelligence for Robotics .mp4
16.8 MB
ai_for_robotics/3 - Total Probability - Artificial Intelligence for Robotics .mp4
12.4 MB
ai_for_robotics/30 - Move Function - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/300 - Segmented CTE Solution - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/301 - Fun with Parameters - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/302 - Wrap Up - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/303 - SLAM - Artificial Intelligence for Robotics .mp4
5.2 MB
ai_for_robotics/304 - Is Localization Necessary - Artificial Intelligence for Robotics .mp4
630.1 kB
ai_for_robotics/305 - Is Localization Necessary Solution - Artificial Intelligence for Robotics .mp4
2.3 MB
ai_for_robotics/306 - Graph SLAM - Artificial Intelligence for Robotics .mp4
10.4 MB
ai_for_robotics/307 - Graph SLAM Solution - Artificial Intelligence for Robotics .mp4
732.6 kB
ai_for_robotics/308 - Implementing Constraints - Artificial Intelligence for Robotics .mp4
5.5 MB
ai_for_robotics/309 - Implementing Constraints Solution - Artificial Intelligence for Robotics .mp4
1.8 MB
ai_for_robotics/31 - Move Function Solution - Artificial Intelligence for Robotics .mp4
2.9 MB
ai_for_robotics/310 - Adding Landmarks - Artificial Intelligence for Robotics .mp4
1.8 MB
ai_for_robotics/311 - Adding Landmarks Solution - Artificial Intelligence for Robotics .mp4
1.4 MB
ai_for_robotics/312 - SLAM Quiz - Artificial Intelligence for Robotics .mp4
1.0 MB
ai_for_robotics/313 - SLAM Quiz Solution - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/314 - Matrix Modification - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/315 - Matrix Modification Solution - Artificial Intelligence for Robotics .mp4
2.3 MB
ai_for_robotics/316 - Untouched Fields - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/317 - Untouched Fields Solution - Artificial Intelligence for Robotics .mp4
4.2 MB
ai_for_robotics/318 - Omega and Xi - Artificial Intelligence for Robotics .mp4
6.8 MB
ai_for_robotics/319 - Omega and Xi Solution - Artificial Intelligence for Robotics .mp4
3.4 MB
ai_for_robotics/32 - Inexact Motion 1 - Artificial Intelligence for Robotics .mp4
4.4 MB
ai_for_robotics/320 - Landmark Position - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/321 - Landmark Position Solution - Artificial Intelligence for Robotics .mp4
916.3 kB
ai_for_robotics/322 - Expand - Artificial Intelligence for Robotics .mp4
4.1 MB
ai_for_robotics/323 - Expand Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/324 - Introducing Noise - Artificial Intelligence for Robotics .mp4
2.9 MB
ai_for_robotics/325 - Introducing Noise Solution - Artificial Intelligence for Robotics .mp4
6.7 MB
ai_for_robotics/326 - Confident Measurements - Artificial Intelligence for Robotics .mp4
8.9 MB
ai_for_robotics/327 - Confident Measurements Solution - Artificial Intelligence for Robotics .mp4
950.1 kB
ai_for_robotics/328 - Implementing SLAM - Artificial Intelligence for Robotics .mp4
9.9 MB
ai_for_robotics/329 - Implementing SLAM Solution - Artificial Intelligence for Robotics .mp4
11.7 MB
ai_for_robotics/33 - Inexact Motion 1 Solution - Artificial Intelligence for Robotics .mp4
558.8 kB
ai_for_robotics/330 - Congratulations - Artificial Intelligence for Robotics .mp4
3.5 MB
ai_for_robotics/331 - Matrix Fill In - Artificial Intelligence for Robotics .mp4
6.6 MB
ai_for_robotics/332 - Matrix Fill In Solution - Artificial Intelligence for Robotics .mp4
4.3 MB
ai_for_robotics/333 - Online SLAM - Artificial Intelligence for Robotics .mp4
24.6 MB
ai_for_robotics/334 - Online SLAM Solution - Artificial Intelligence for Robotics .mp4
5.9 MB
ai_for_robotics/335 - Office Hours Week 6 - Artificial Intelligence for Robotics .mp4
30.1 MB
ai_for_robotics/336 - Welcome to Runaway Robot! - Artificial Intelligence for Robotics .mp4
1.4 MB
ai_for_robotics/337 - Introduction to Adding Noise - Artificial Intelligence for Robotics .mp4
1.5 MB
ai_for_robotics/338 - Introduction to the Chase - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/339 - Introduction to Chasing with a Plan - Artificial Intelligence for Robotics .mp4
602.1 kB
ai_for_robotics/34 - Inexact Motion 2 - Artificial Intelligence for Robotics .mp4
800.8 kB
ai_for_robotics/340 - Introduction to the Final Hunt - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/341 - Closing Words - Artificial Intelligence for Robotic.mp4
343.6 kB
ai_for_robotics/35 - Inexact Motion 2 Solution - Artificial Intelligence for Robotics .mp4
2.8 MB
ai_for_robotics/36 - Inexact Motion 3 - Artificial Intelligence for Robotics .mp4
429.5 kB
ai_for_robotics/37 - Inexact Motion 3 Solution - Artificial Intelligence for Robotics .mp4
3.7 MB
ai_for_robotics/38 - Inexact Move Function - Artificial Intelligence for Robotics .mp4
646.6 kB
ai_for_robotics/39 - Inexact Move Function Solution - Artificial Intelligence for Robotics .mp4
2.0 MB
ai_for_robotics/4 - Uniform Probability Quiz - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/40 - Limit Distribution Quiz - Artificial Intelligence for Robotics .mp4
2.7 MB
ai_for_robotics/41 - Limit Distribution Quiz Solution - Artificial Intelligence for Robotics .mp4
5.0 MB
ai_for_robotics/42 - Move Twice - Artificial Intelligence for Robotics .mp4
648.4 kB
ai_for_robotics/43 - Move Twice Solution - Artificial Intelligence for Robotics .mp4
441.6 kB
ai_for_robotics/44 - Move 1000 - Artificial Intelligence for Robotics .mp4
209.1 kB
ai_for_robotics/45 - Move 1000 Solution - Artificial Intelligence for Robotics .mp4
546.9 kB
ai_for_robotics/46 - Sense and Move - Artificial Intelligence for Robotics .mp4
5.2 MB
ai_for_robotics/47 - Sense and Move Solution - Artificial Intelligence for Robotics .mp4
3.1 MB
ai_for_robotics/48 - Sense and Move 2 - Artificial Intelligence for Robotics .mp4
576.6 kB
ai_for_robotics/49 - Sense and Move 2 Solution - Artificial Intelligence for Robotics .mp4
5.0 MB
ai_for_robotics/5 - Uniform Probability Quiz Solution - Artificial Intelligence for Robotics .mp4
395.7 kB
ai_for_robotics/50 - Localization Summary - Artificial Intelligence for Robotics .mp4
2.9 MB
ai_for_robotics/51 - Formal Definition of Probability 1 - Artificial Intelligence for Robotics .mp4
1.2 MB
ai_for_robotics/52 - Formal Definition of Probability 1 - Artificial Intelligence for Robotics .mp4
240.9 kB
ai_for_robotics/53 - Formal Definition of Probability 2 - Artificial Intelligence for Robotics .mp4
162.7 kB
ai_for_robotics/54 - Formal Definition of Probability 2 - Artificial Intelligence for Robotics .mp4
141.6 kB
ai_for_robotics/55 - Formal Definition of Probability 3 - Artificial Intelligence for Robotics .mp4
479.1 kB
ai_for_robotics/56 - Formal Definition of Probability 3 - Artificial Intelligence for Robotics .mp4
549.8 kB
ai_for_robotics/57 - Bayes' Rule - Artificial Intelligence for Robotics .mp4
8.1 MB
ai_for_robotics/58 - Cancer Test - Artificial Intelligence for Robotics .mp4
3.0 MB
ai_for_robotics/59 - Cancer Test Solution - Artificial Intelligence for Robotics .mp4
3.6 MB
ai_for_robotics/6 - Uniform Distribution - Artificial Intelligence for Robotics .mp4
730.4 kB
ai_for_robotics/60 - Theorem of Total Probability - Artificial Intelligence for Robotics .mp4
5.3 MB
ai_for_robotics/61 - Coin Flip Quiz - Artificial Intelligence for Robotics .mp4
1.4 MB
ai_for_robotics/62 - Coin Flip Quiz Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/63 - Two Coin Quiz - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/64 - Two Coin Quiz Solution - Artificial Intelligence for Robotics .mp4
3.1 MB
ai_for_robotics/65 - Conclusion - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/66 - Probability - Artificial Intelligence for Robotics .mp4
2.8 MB
ai_for_robotics/67 - Probability Solution - Artificial Intelligence for Robotics .mp4
2.6 MB
ai_for_robotics/68 - Localization - Artificial Intelligence for Robotics .mp4
3.7 MB
ai_for_robotics/69 - Localization Solution - Artificial Intelligence for Robotics .mp4
1.9 MB
ai_for_robotics/7 - Uniform Distribution Solution - Artificial Intelligence for Robotics .mp4
151.1 kB
ai_for_robotics/70 - Bayes' Rule - Artificial Intelligence for Robotics .mp4
3.9 MB
ai_for_robotics/71 - Bayes' Rule Solution - Artificial Intelligence for Robotics .mp4
3.7 MB
ai_for_robotics/72 - Localization Program - Artificial Intelligence for Robotics .mp4
20.3 MB
ai_for_robotics/73 - Localization Program Solution - Artificial Intelligence for Robotics .mp4
17.9 MB
ai_for_robotics/74 - Congratulations - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/75 - Office Hours Week 1 - Artificial Intelligence for Robotics .mp4
23.1 MB
ai_for_robotics/76 - Introduction - Artificial Intelligence for Robotics .mp4
4.6 MB
ai_for_robotics/77 - Tracking Intro - Artificial Intelligence for Robotics .mp4
7.6 MB
ai_for_robotics/78 - Tracking Intro Solution - Artificial Intelligence for Robotics .mp4
2.5 MB
ai_for_robotics/79 - Gaussian Intro - Artificial Intelligence for Robotics .mp4
6.6 MB
ai_for_robotics/8 - Generalized Uniform Distribution - Artificial Intelligence for Robotics .mp4
576.9 kB
ai_for_robotics/80 - Gaussian Intro Solution - Artificial Intelligence for Robotics .mp4
1.3 MB
ai_for_robotics/81 - Variance Comparison - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/82 - Variance Comparison Solution - Artificial Intelligence for Robotics .mp4
2.3 MB
ai_for_robotics/83 - Preferred Gaussian - Artificial Intelligence for Robotics .mp4
481.3 kB
ai_for_robotics/84 - Preferred Gaussian Solution - Artificial Intelligence for Robotics .mp4
1.5 MB
ai_for_robotics/85 - Evaluate Gaussian - Artificial Intelligence for Robotics .mp4
645.6 kB
ai_for_robotics/86 - Evaluate Gaussian Solution - Artificial Intelligence for Robotics .mp4
1.5 MB
ai_for_robotics/87 - Maximize Gaussian - Artificial Intelligence for Robotics .mp4
2.3 MB
ai_for_robotics/88 - Maximize Gaussian Solution - Artificial Intelligence for Robotics .mp4
708.7 kB
ai_for_robotics/89 - Measurement and Motion 1 - Artificial Intelligence for Robotics .mp4
2.2 MB
ai_for_robotics/9 - Generalized Uniform Distribution Solution - Artificial Intelligence for Robotics .mp4
955.2 kB
ai_for_robotics/90 - Measurement and Motion 1 Solution - Artificial Intelligence for Robotics .mp4
608.6 kB
ai_for_robotics/91 - Measurement and Motion 2 - Artificial Intelligence for Robotics .mp4
518.1 kB
ai_for_robotics/92 - Measurement and Motion 2 Solution - Artificial Intelligence for Robotics .mp4
431.6 kB
ai_for_robotics/93 - Shifting the Mean - Artificial Intelligence for Robotics .mp4
4.6 MB
ai_for_robotics/94 - Shifting the Mean Solution - Artificial Intelligence for Robotics .mp4
1.1 MB
ai_for_robotics/95 - Predicting the Peak - Artificial Intelligence for Robotics .mp4
2.0 MB
ai_for_robotics/96 - Predicting the Peak Solution - Artificial Intelligence for Robotics .mp4
1.7 MB
ai_for_robotics/97 - Parameter Update - Artificial Intelligence for Robotics .mp4
5.4 MB
ai_for_robotics/98 - Parameter Update Solution - Artificial Intelligence for Robotics .mp4
1.4 MB
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1.3 MB
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385.2 kB
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5.7 MB
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10.4 MB
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5.6 MB
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939.8 kB
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machine learning 1A/1 - Supervised Learning - Georgia Tech - Machine Learning .mp4
5.7 MB
machine learning 1A/10 - Classification Learning Two - Georgia Tech - Machine Learning .mp4
7.3 MB
machine learning 1A/100 - Ensemble Boosting Quiz Two Quiz Solution - Georgia Tech - Machine Learning .mp4
5.2 MB
machine learning 1A/101 - Weak Learning Quiz - Georgia Tech - Machine Learning .mp4
4.3 MB
machine learning 1A/102 - Weak Learning Quiz Solution - Georgia Tech - Machine Learning .mp4
9.6 MB
machine learning 1A/103 - Boosting In Code - Georgia Tech - Machine Learning .mp4
7.3 MB
machine learning 1A/104 - The Most Important Parts - Georgia Tech - Machine Learning .mp4
10.0 MB
machine learning 1A/105 - When D agrees Quiz - Georgia Tech - Machine Learning .mp4
2.5 MB
machine learning 1A/106 - When D agrees Quiz Solution - Georgia Tech - Machine Learning .mp4
5.7 MB
machine learning 1A/107 - Final Hypothesis - Georgia Tech - Machine Learning .mp4
5.8 MB
machine learning 1A/108 - Three Little Boxes - Georgia Tech - Machine Learning .mp4
16.4 MB
machine learning 1A/109 - Which Hypothesis Quiz - Georgia Tech - Machine Learning .mp4
1.3 MB
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machine learning 1A/110 - Which Hypothesis Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 1A/111 - Good Answers - Georgia Tech - Machine Learning .mp4
26.9 MB
machine learning 1A/112 - Summary - Georgia Tech - Machine Learnin.mp4
7.3 MB
machine learning 1A/12 - Example 1- Dating - Georgia Tech - Machine Learning .mp4
10.3 MB
machine learning 1A/13 - Representation - Georgia Tech - Machine Learning .mp4
11.8 MB
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3.0 MB
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11.5 MB
machine learning 1A/16 - Example 2- 20 Questions - Georgia Tech - Machine Learning .mp4
14.0 MB
machine learning 1A/17 - Decision Trees Learning - Georgia Tech - Machine Learning .mp4
6.5 MB
machine learning 1A/18 - Best Attribute Quiz - Georgia Tech - Machine Learning .mp4
1.9 MB
machine learning 1A/19 - Best Attribute Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
8.5 MB
machine learning 1A/2 - Induction and Deduction - Georgia Tech - Machine Learning .mp4
9.1 MB
machine learning 1A/20 - Decision Trees Expressiveness AND - Georgia Tech - Machine Learning .mp4
8.8 MB
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5.8 MB
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9.0 MB
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7.4 MB
machine learning 1A/28 - ID3 - Georgia Tech - Machine Learning .mp4
13.8 MB
machine learning 1A/29 - ID3 Bias - Georgia Tech - Machine Learning .mp4
8.0 MB
machine learning 1A/3 - Unsupervised Learning - Georgia Tech - Machine Learning .mp4
13.1 MB
machine learning 1A/30 - Decision Trees Continuous Attributes - Georgia Tech - Machine Learning .mp4
7.9 MB
machine learning 1A/31 - Decision Trees Other Considerations Quiz - Georgia Tech - Machine Learning .mp4
2.4 MB
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4.1 MB
machine learning 1A/33 - Decision Trees Other Considerations - Georgia Tech - Machine Learning .mp4
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5.6 MB
machine learning 1A/35 - Decision Trees Wrap up - Georgia Tech - Machine Learning .mp4
4.9 MB
machine learning 1A/36 - Regression Quiz - Georgia Tech - Machine Learning .mp4
6.2 MB
machine learning 1A/37 - Regression Quiz Solution - Georgia Tech - Machine Learning .mp4
4.5 MB
machine learning 1A/38 - Regression and Function Approximation - Georgia Tech - Machine Learning .mp4
10.8 MB
machine learning 1A/39 - Linear Regression - Georgia Tech - Machine Learning .mp4
9.7 MB
machine learning 1A/4 - Reinforcement Learning - Georgia Tech - Machine Learning .mp4
12.7 MB
machine learning 1A/40 - Quiz - Georgia Tech - Machine Learning .mp4
2.6 MB
machine learning 1A/41 - Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
10.6 MB
machine learning 1A/42 - Order of Polynomial - Georgia Tech - Machine Learning .mp4
11.0 MB
machine learning 1A/43 - Pick the Degree Quiz - Georgia Tech - Machine Learning .mp4
2.2 MB
machine learning 1A/44 - Definition of ML .mp4
8.0 MB
machine learning 1A/45 - Pick the Degree Quiz - Georgia Tech - Machine Learning .mp4
3.4 MB
machine learning 1A/46 - Polynomial Regression - Georgia Tech - Machine Learning .mp4
11.4 MB
machine learning 1A/47 - Errors Quiz - Georgia Tech - Machine Learning .mp4
11.4 MB
machine learning 1A/48 - Errors Quiz Solution - Georgia Tech - Machine Learning .mp4
1.4 MB
machine learning 1A/49 - Cross Validation - Georgia Tech - Machine Learning .mp4
19.4 MB
machine learning 1A/5 - Comparison of These Parts of ML - Georgia Tech - Machine Learning .mp4
15.3 MB
machine learning 1A/50 - Housing Example Revisited - Georgia Tech - Machine Learning .mp4
12.0 MB
machine learning 1A/51 - Other Input Spaces - Georgia Tech - Machine Learning .mp4
15.3 MB
machine learning 1A/52 - Conclusion - Georgia Tech - Machine Learning .mp4
3.3 MB
machine learning 1A/53 - Neural Networks - Georgia Tech - Machine Learning .mp4
10.9 MB
machine learning 1A/54 - Artificial Neural Networks Quiz - Georgia Tech - Machine Learning .mp4
1.8 MB
machine learning 1A/55 - Artificial Neural Networks Quiz Solution - Georgia Tech - Machine Learning .mp4
2.0 MB
machine learning 1A/56 - How Powerful is a Perceptron Unit - Georgia Tech - Machine Learning .mp4
11.3 MB
machine learning 1A/57 - How Powerful is a Perceptron Unit Quiz - Georgia Tech - Machine Learning .mp4
1.6 MB
machine learning 1A/58 - How Powerful is a Perceptron Unit Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
4.3 MB
machine learning 1A/59 - How Powerful is a Perceptron Unit OR Quiz - Georgia Tech - Machine Learning .mp4
1.3 MB
machine learning 1A/6 - Difference between Classification and Regression - Georgia Tech - Machine Learning .mp4
8.7 MB
machine learning 1A/60 - How Powerful is a Perceptron Unit OR Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
6.2 MB
machine learning 1A/61 - How Powerful is a Perceptron Unit NOT Quiz - Georgia Tech - Machine Learning .mp4
1.5 MB
machine learning 1A/62 - How Powerful is a Perceptron Unit NOT Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
5.3 MB
machine learning 1A/63 - XOR as Perceptron Network Quiz - Georgia Tech - Machine Learning .mp4
3.3 MB
machine learning 1A/64 - XOR as Perceptron Network Quiz Solution - Georgia Tech - Machine Learning .mp4
8.7 MB
machine learning 1A/65 - Perceptron Training - Georgia Tech - Machine Learning .mp4
29.6 MB
machine learning 1A/66 - Gradient Descent - Georgia Tech - Machine Learning .mp4
11.8 MB
machine learning 1A/67 - Comparison of Learning Rules - Georgia Tech - Machine Learning .mp4
3.8 MB
machine learning 1A/68 - Comparison of Learning Rules Quiz - Georgia Tech - Machine Learning .mp4
3.4 MB
machine learning 1A/69 - Comparison of Learning Rules Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
4.5 MB
machine learning 1A/7 - Supervised Learning Quiz - Georgia Tech - Machine Learning .mp4
2.7 MB
machine learning 1A/70 - Sigmoid - Georgia Tech - Machine Learning .mp4
12.1 MB
machine learning 1A/71 - Neural Network Sketch - Georgia Tech - Machine Learning .mp4
15.2 MB
machine learning 1A/72 - Optimizing Weights - Georgia Tech - Machine Learning .mp4
10.4 MB
machine learning 1A/73 - Restriction Bias - Georgia Tech - Machine Learning .mp4
16.6 MB
machine learning 1A/74 - Preference Bias - Georgia Tech - Machine Learning .mp4
12.5 MB
machine learning 1A/75 - Summary - Georgia Tech - Machine Learning .mp4
3.0 MB
machine learning 1A/76 - Instance Based Learning Before - Georgia Tech - Machine Learning .mp4
4.8 MB
machine learning 1A/77 - Instance Based Learning Now - Georgia Tech - Machine Learning .mp4
10.8 MB
machine learning 1A/78 - Cost of the House - Georgia Tech - Machine Learning .mp4
11.8 MB
machine learning 1A/79 - Cost of the House Two - Georgia Tech - Machine Learning .mp4
13.5 MB
machine learning 1A/8 - Supervised Learning Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
9.4 MB
machine learning 1A/80 - K NN - Georgia Tech - Machine Learning .mp4
16.3 MB
machine learning 1A/81 - Wont You Compute My Neighbors Quiz - Georgia Tech - Machine Learning .mp4
7.7 MB
machine learning 1A/82 - Wont You Compute My Neighbors Quiz Solution - Georgia Tech - Machine Learning .mp4
25.2 MB
machine learning 1A/83 - Domain K NNowledge Quiz - Georgia Tech - Machine Learning .mp4
5.6 MB
machine learning 1A/84 - Domain K NNowledge Quiz Solution - Georgia Tech - Machine Learning .mp4
14.6 MB
machine learning 1A/85 - K NN Bias - Georgia Tech - Machine Learning .mp4
21.1 MB
machine learning 1A/86 - Curse of Dimensionality - Georgia Tech - Machine Learning .mp4
8.1 MB
machine learning 1A/87 - Curse of Dimensionality Two - Georgia Tech - Machine Learning .mp4
19.3 MB
machine learning 1A/88 - Some Other Stuff - Georgia Tech - Machine Learning .mp4
18.3 MB
machine learning 1A/89 - What Have We Learned - Georgia Tech - Machine Learning .mp4
15.4 MB
machine learning 1A/9 - Classification Learning One - Georgia Tech - Machine Learning .mp4
7.8 MB
machine learning 1A/90 - Ensemble Learning Boosting - Georgia Tech - Machine Learning .mp4
11.9 MB
machine learning 1A/91 - Ensemble Learning Simple Rules - Georgia Tech - Machine Learning .mp4
5.3 MB
machine learning 1A/92 - Ensemble Learning Algorithm - Georgia Tech - Machine Learning .mp4
4.5 MB
machine learning 1A/93 - Ensemble Learning Outputs Quiz - Georgia Tech - Machine Learning .mp4
2.8 MB
machine learning 1A/94 - Ensemble Learning Outputs Quiz Solution - Georgia Tech - Machine Learning .mp4
4.2 MB
machine learning 1A/95 - Ensemble Learning An Example - Georgia Tech - Machine Learning .mp4
9.6 MB
machine learning 1A/96 - Ensemble Boosting - Georgia Tech - Machine Learning .mp4
6.2 MB
machine learning 1A/97 - Ensemble Boosting Quiz - Georgia Tech - Machine Learning .mp4
5.6 MB
machine learning 1A/98 - Ensemble Boosting Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
1.2 MB
machine learning 1A/99 - Ensemble Boosting Quiz Two - Georgia Tech - Machine Learning .mp4
220.3 kB
machine learning 1B/1 - The Best Line Quiz - Georgia Tech - Machine Learning .mp4 .mp4
2.9 MB
machine learning 1B/10 - Linearly Married - Georgia Tech - Machine Learning .mp4 .mp4
10.9 MB
machine learning 1B/100 - Inferencing Rules - Georgia Tech - Machine Learning .mp4 .mp4
4.6 MB
machine learning 1B/101 - Inferencing Rules Quiz - Georgia Tech - Machine Learning .mp4 .mp4
1.6 MB
machine learning 1B/102 - Inferencing Rules Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
4.6 MB
machine learning 1B/103 - Inference By Hand Quiz - Georgia Tech - Machine Learning .mp4 .mp4
14.0 MB
machine learning 1B/104 - Inference By Hand Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
24.2 MB
machine learning 1B/105 - Naive Bayes - Georgia Tech - Machine Learning .mp4 .mp4
21.4 MB
machine learning 1B/106 - Why Naive Bayes Is Cool - Georgia Tech - Machine Learning .mp4 .mp4
10.9 MB
machine learning 1B/11 - What is the Output Quiz - Georgia Tech - Machine Learning .mp4 .mp4
1.2 MB
machine learning 1B/12 - What is the Output Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
21.1 MB
machine learning 1B/13 - Kernel - Georgia Tech - Machine Learning .mp4 .mp4
13.5 MB
machine learning 1B/14 - Summary - Georgia Tech - Machine Learning .mp4 .mp4
7.0 MB
machine learning 1B/15 - Back to Boosting - Georgia Tech - Machine Learning .mp4 .mp4
19.9 MB
machine learning 1B/16 - Boosting Tends to Overfit Quiz - Georgia Tech - Machine Learning .mp4 .mp4
3.5 MB
machine learning 1B/17 - Boosting Tends to Overfit Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
13.4 MB
machine learning 1B/18 - Summary For Real - Georgia Tech - Machine Learning .mp4 .mp4
1.1 MB
machine learning 1B/19 - Computational Learning Theory Quiz - Georgia Tech - Machine Learning .mp4 .mp4
7.1 MB
machine learning 1B/2 - The Best Line Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
11.9 MB
machine learning 1B/20 - Computational Learning Theory Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/21 - Learning Theory - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/22 - Resources in Machine Learning Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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4.6 MB
machine learning 1B/24 - Defining Inductive Learning - Georgia Tech - Machine Learning .mp4 .mp4
10.3 MB
machine learning 1B/25 - Selecting Training Examples - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/26 - Teaching Via 20 Questions Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/28 - The Learner Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/29 - The Learner Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
12.4 MB
machine learning 1B/3 - Support Vector Machine - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/30 - Teacher With Constrained Queries - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/31 - Reconstructing Hypothesis Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/32 - Reconstructing Hypothesis Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
13.9 MB
machine learning 1B/33 - Learner With Constrained Queries - Georgia Tech - Machine Learning .mp4 .mp4
23.5 MB
machine learning 1B/34 - Learner With Mistake Bounds - Georgia Tech - Machine Learning .mp4 .mp4
21.8 MB
machine learning 1B/35 - Definitions - Georgia Tech - Machine Learning .mp4 .mp4
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4.4 MB
machine learning 1B/37 - Terminology Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/4 - Distance Between Planes Quiz - Georgia Tech - Machine Learning .mp4 .mp4
1.4 MB
machine learning 1B/40 - PAC Learning - Georgia Tech - Machine Learning .mp4 .mp4
8.9 MB
machine learning 1B/41 - PAC Learning Two - Georgia Tech - Machine Learning .mp4 .mp4
3.4 MB
machine learning 1B/42 - PAC Learnable Quiz - Georgia Tech - Machine Learning .mp4 .mp4
2.6 MB
machine learning 1B/43 - PAC Learnable Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/44 - Epsilon Exhausted - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/45 - Epsilon Exhausted Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/46 - Epsilon Exhausted Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
8.9 MB
machine learning 1B/47 - Haussler Theorem - Georgia Tech - Machine Learning .mp4 .mp4
15.6 MB
machine learning 1B/48 - Haussler Theorem Two - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/49 - PAC Learnable Example Quiz - Georgia Tech - Machine Learning .mp4 .mp4
3.7 MB
machine learning 1B/5 - Distance Between Planes Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
12.2 MB
machine learning 1B/50 - PAC Learnable Example Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/51 - What Have We Learned - Georgia Tech - Machine Learning .mp4 .mp4
16.5 MB
machine learning 1B/52 - Infinite Hypothesis Spaces - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/53 - Which Hypothesis Spaces Are Infinite Quiz - Georgia Tech - Machine Learning .mp4 .mp4
1.0 MB
machine learning 1B/54 - Which Hypothesis Spaces Are Infinite Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
8.8 MB
machine learning 1B/55 - Maybe It Is Not So Bad - Georgia Tech - Machine Learning .mp4 .mp4
8.1 MB
machine learning 1B/56 - Power of a Hypothesis Space - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/57 - What Does VC Stand For - Georgia Tech - Machine Learning .mp4 .mp4
3.5 MB
machine learning 1B/58 - Internal Training Quiz - Georgia Tech - Machine Learning .mp4 .mp4
3.4 MB
machine learning 1B/59 - Internal Training Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
18.0 MB
machine learning 1B/6 - Still Support Vector Machines - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/60 - Linear Separators Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/61 - Linear Separators Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
22.9 MB
machine learning 1B/62 - The Ring - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/63 - Polygons Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/64 - Polygons Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/65 - Sample Complexity - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/66 - VC of Finite H - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/67 - Summary - Georgia Tech - Machine Learning .mp4 .mp4
5.1 MB
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7.1 MB
machine learning 1B/69 - Bayes Rule - Georgia Tech - Machine Learning .mp4 .mp4
16.4 MB
machine learning 1B/7 - Still More Support Vector Machines - Georgia Tech - Machine Learning .mp4 .mp4
5.6 MB
machine learning 1B/70 - Bayes Rule p2 - Georgia Tech - Machine Learning .mp4 .mp4
10.1 MB
machine learning 1B/71 - Bayes Rule Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/72 - Bayes Rule Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
22.9 MB
machine learning 1B/73 - Bayesian Learning - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/74 - Bayesian Learning in Action - Georgia Tech - Machine Learning .mp4 .mp4
22.0 MB
machine learning 1B/75 - Noisy Data Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/76 - Noisy Data Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/77 - Return to Bayesian Learning - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/78 - Best hypothesis Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/79 - Best hypothesis Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/8 - Optimal Separator Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/80 - Minimum Description Length - Georgia Tech - Machine Learning .mp4 .mp4
10.2 MB
machine learning 1B/81 - Which Tree Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/82 - Which Tree Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
16.5 MB
machine learning 1B/83 - Bayesian Classification Quiz - Georgia Tech - Machine Learning .mp4 .mp4
4.1 MB
machine learning 1B/84 - Bayesian Classification Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
5.7 MB
machine learning 1B/85 - Summary - Georgia Tech - Machine Learning .mp4 .mp4
8.5 MB
machine learning 1B/86 - Intro - Georgia Tech - Machine Learning .mp4 .mp4
3.6 MB
machine learning 1B/87 - Joint Distribution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/88 - Joint Distribution Quiz - Georgia Tech - Machine Learning .mp4 .mp4
2.1 MB
machine learning 1B/89 - Joint Distribution Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
6.2 MB
machine learning 1B/9 - Optimal Separator Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
4.7 MB
machine learning 1B/90 - Adding Attributes - Georgia Tech - Machine Learning .mp4 .mp4
6.1 MB
machine learning 1B/91 - Conditional Independence - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/92 - Conditional Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/93 - Conditional Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
6.5 MB
machine learning 1B/94 - Belief Networks Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/95 - Belief Networks Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/96 - Sampling From The Joint Distribution Quiz - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/97 - Sampling From The Joint Distribution Quiz Solution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/98 - Recovering the Joint Distribution - Georgia Tech - Machine Learning .mp4 .mp4
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machine learning 1B/99 - Sampling - Georgia Tech - Machine Learning .mp4 .mp4
15.8 MB
machine learning 1B/WWW.DOWNVIDS.NET-.mp4
24.0 MB
machine learning 2/1 - Optimization - Georgia Tech - Machine Learning .mp4
15.3 MB
machine learning 2/10 - Randomized Hill Climbing Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
29.8 MB
machine learning 2/100 - Expected size of the message Quiz Solution - Georgia Tech - Machine Learning .mp4
3.5 MB
machine learning 2/101 - Information between two variables - Georgia Tech - Machine Learning .mp4
2.9 MB
machine learning 2/102 - Mutual Information - Georgia Tech - Machine Learning .mp4
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machine learning 2/103 - Two Independant Coins Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/104 - Two Independant Coins Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/105 - Two Dependant Coins Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/106 - Two Dependant Coins Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/107 - Kullback Leibler Divergence - Georgia Tech - Machine Learning .mp4
3.2 MB
machine learning 2/108 - Summary - Georgia Tech - Machine Learnin.mp4
1.7 MB
machine learning 2/11 - Simulated Annealing - Georgia Tech - Machine Learning .mp4
10.2 MB
machine learning 2/12 - Annealing Algorithm - Georgia Tech - Machine Learning .mp4
13.2 MB
machine learning 2/13 - Properties of Simulated Annealing - Georgia Tech - Machine Learning .mp4
10.2 MB
machine learning 2/14 - Genetic Algorithms - Georgia Tech - Machine Learning .mp4
13.2 MB
machine learning 2/15 - GA Skeleton - Georgia Tech - Machine Learning .mp4
8.9 MB
machine learning 2/16 - Crossover Example - Georgia Tech - Machine Learning .mp4
19.1 MB
machine learning 2/17 - What Have We Learned - Georgia Tech - Machine Learning .mp4
12.4 MB
machine learning 2/18 - MIMIC - Georgia Tech - Machine Learning .mp4
8.8 MB
machine learning 2/19 - A Probability Model Quiz - Georgia Tech - Machine Learning .mp4
5.9 MB
machine learning 2/2 - Optimize Me Quiz - Georgia Tech - Machine Learning .mp4
4.1 MB
machine learning 2/20 - A Probability Model Quiz Solution - Georgia Tech - Machine Learning .mp4
5.7 MB
machine learning 2/21 - Pseudo Code - Georgia Tech - Machine Learning .mp4
17.1 MB
machine learning 2/22 - Estimating Distributions - Georgia Tech - Machine Learning .mp4
20.6 MB
machine learning 2/23 - Finding Dependency Trees - Georgia Tech - Machine Learning .mp4
12.1 MB
machine learning 2/24 - Finding Dependency Trees Two - Georgia Tech - Machine Learning .mp4
12.3 MB
machine learning 2/25 - Finding Dependency Trees Three - Georgia Tech - Machine Learning .mp4
9.8 MB
machine learning 2/26 - Back to Pseudo Code - Georgia Tech - Machine Learning .mp4
7.7 MB
machine learning 2/27 - Probability Distribution Quiz - Georgia Tech - Machine Learning .mp4
17.8 MB
machine learning 2/28 - Probability Distribution Quiz Solution - Georgia Tech - Machine Learning .mp4
16.2 MB
machine learning 2/29 - Practical Matters - Georgia Tech - Machine Learning .mp4
12.2 MB
machine learning 2/3 - Optimize Me Quiz Solution - Georgia Tech - Machine Learning .mp4
16.4 MB
machine learning 2/30 - Practical Matters Two - Georgia Tech - Machine Learning .mp4
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machine learning 2/31 - What Have We Learned - Georgia Tech - Machine Learning .mp4
1.1 MB
machine learning 2/32 - Unsupervised Learning - Georgia Tech - Machine Learning .mp4
5.8 MB
machine learning 2/33 - Basic Clustering Problem - Georgia Tech - Machine Learning .mp4
8.4 MB
machine learning 2/34 - Single Linkage Clustering Quiz - Georgia Tech - Machine Learning .mp4
11.7 MB
machine learning 2/35 - Single Linkage Clustering Quiz Solution - Georgia Tech - Machine Learning .mp4
2.2 MB
machine learning 2/36 - Single Linkage Clustering Two - Georgia Tech - Machine Learning .mp4
13.0 MB
machine learning 2/37 - Running Time of SLC Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/38 - Running Time of SLC Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/39 - Issues With SLC Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/4 - Optimization Approaches - Georgia Tech - Machine Learning .mp4
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machine learning 2/40 - Issues With SLC Quiz Solution - Georgia Tech - Machine Learning .mp4
5.1 MB
machine learning 2/41 - K Means Clustering - Georgia Tech - Machine Learning .mp4
11.0 MB
machine learning 2/42 - K Means in Euclidean Space Part 1 - Georgia Tech - Machine Learning .mp4
9.5 MB
machine learning 2/43 - K Means as Optimization - Georgia Tech - Machine Learning .mp4
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machine learning 2/44 - K Means as Optimization Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/45 - K Means as Optimization Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/46 - K Means in Euclidean Space Part 2 - Georgia Tech - Machine Learning .mp4
12.3 MB
machine learning 2/47 - Properties of K Means Clustering Quiz - Georgia Tech - Machine Learning .mp4
6.4 MB
machine learning 2/48 - Properties of K Means Clustering Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/49 - Soft Clustering Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/5 - Hill Climbing - Georgia Tech - Machine Learning .mp4
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machine learning 2/50 - Soft Clustering Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/51 - Soft Clustering - Georgia Tech - Machine Learning .mp4
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machine learning 2/52 - Maximum Likelihood Gaussian - Georgia Tech - Machine Learning .mp4
5.6 MB
machine learning 2/53 - Expectation Maximization - Georgia Tech - Machine Learning .mp4
11.8 MB
machine learning 2/54 - EM Examples - Georgia Tech - Machine Learning .mp4
11.7 MB
machine learning 2/55 - Properties of EM - Georgia Tech - Machine Learning .mp4
9.3 MB
machine learning 2/56 - Clustering Properties - Georgia Tech - Machine Learning .mp4
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machine learning 2/57 - Clustering Properties Quiz - Georgia Tech - Machine Learning .mp4
6.7 MB
machine learning 2/58 - Clustering Properties Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
10.3 MB
machine learning 2/59 - Impossibility Theorem - Georgia Tech - Machine Learning .mp4
6.7 MB
machine learning 2/6 - Guess My Word Quiz - Georgia Tech - Machine Learning .mp4
6.5 MB
machine learning 2/60 - What Have We Learned.mp4
3.6 MB
machine learning 2/61 - Introduction - Georgia Tech - Machine Learning .mp4
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machine learning 2/62 - Feature Selection - Georgia Tech - Machine Learning .mp4
8.6 MB
machine learning 2/63 - Algorithms Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/64 - Algorithms Quiz Solution - Georgia Tech - Machine Learning .mp4
5.4 MB
machine learning 2/65 - Filtering and Wrapping - Georgia Tech - Machine Learning .mp4
7.5 MB
machine learning 2/66 - Speed - Georgia Tech - Machine Learning .mp4
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machine learning 2/67 - Wrapping - Georgia Tech - Machine Learning .mp4
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machine learning 2/68 - Searching - Georgia Tech - Machine Learning .mp4
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machine learning 2/69 - Zero Training Error Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/7 - Guess My Word Quiz Solution - Georgia Tech - Machine Learning .mp4
9.3 MB
machine learning 2/70 - Zero Training Error Quiz Solution - Georgia Tech - Machine Learning .mp4
15.9 MB
machine learning 2/71 - Relevance - Georgia Tech - Machine Learning .mp4
15.9 MB
machine learning 2/72 - Relevance vs Usefulness - Georgia Tech - Machine Learning .mp4
14.1 MB
machine learning 2/73 - What Have We Learned - Georgia Tech - Machine Learning .mp4
9.5 MB
machine learning 2/74 - Introduction - Georgia Tech - Machine Learning .mp4
19.9 MB
machine learning 2/75 - Feature Transformation - Georgia Tech - Machine Learning .mp4
9.4 MB
machine learning 2/76 - What Are Our Features - Georgia Tech - Machine Learning .mp4
21.9 MB
machine learning 2/77 - Words Like Tesla - Georgia Tech - Machine Learning .mp4
7.4 MB
machine learning 2/78 - Principal Components Analysis - Georgia Tech - Machine Learning .mp4
12.4 MB
machine learning 2/79 - Principal Components Analysis Two - Georgia Tech - Machine Learning .mp4
16.9 MB
machine learning 2/8 - Random Restart Hill Climbing - Georgia Tech - Machine Learning .mp4
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machine learning 2/80 - Principal Components Analysis Three - Georgia Tech - Machine Learning .mp4
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machine learning 2/81 - Independent Components Analysis - Georgia Tech - Machine Learning .mp4
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machine learning 2/82 - Independent Components Analysis Two - Georgia Tech - Machine Learning .mp4
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machine learning 2/83 - Cocktail Party Problem - Georgia Tech - Machine Learning .mp4
9.4 MB
machine learning 2/84 - Matrix - Georgia Tech - Machine Learning .mp4
15.8 MB
machine learning 2/85 - PCA vs ICA Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/86 - PCA vs ICA Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/87 - PCA vs ICA Continued - Georgia Tech - Machine Learning .mp4
19.6 MB
machine learning 2/88 - Alternatives - Georgia Tech - Machine Learning .mp4
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machine learning 2/89 - Alternatives Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/9 - Randomized Hill Climbing Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/90 - Alternatives Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/91 - Alternatives Two - Georgia Tech - Machine Learning .mp4
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machine learning 2/92 - Wrap Up - Georgia Tech - Machine Learning .mp4
15.7 MB
machine learning 2/93 - Introduction - Georgia Tech - Machine Learning .mp4
4.1 MB
machine learning 2/94 - History - Georgia Tech - Machine Learning .mp4
4.3 MB
machine learning 2/95 - Sending A Message Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/96 - Sending A Message Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/97 - Sending A New Message Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 2/98 - Sending A New Message Quiz Solution - Georgia Tech - Machine Learning .mp4
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machine learning 2/99 - Expected size of the message Quiz - Georgia Tech - Machine Learning .mp4
1.1 MB
machine learning 3/1 - Reinforcement Learning Introduction - Georgia Tech - Machine Learning .mp4
1.6 MB
machine learning 3/10 - Markov Decision Processes Four - Georgia Tech - Machine Learning .mp4
21.6 MB
machine learning 3/100 - Implausible Threats - Georgia Tech - Machine Learning .mp4
14.3 MB
machine learning 3/101 - TfT vs TfT Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 3/102 - TfT vs TfT Quiz Solution - Georgia Tech - Machine Learning .mp4
10.6 MB
machine learning 3/103 - Pavlov - Georgia Tech - Machine Learning .mp4
6.0 MB
machine learning 3/104 - Pavlov v Pavlov Nash Quiz - Georgia Tech - Machine Learning .mp4
609.8 kB
machine learning 3/105 - Pavlov v Pavlov Nash Quiz Solution - Georgia Tech - Machine Learning .mp4
685.2 kB
machine learning 3/106 - Pavlov is Subgame Perfect - Georgia Tech - Machine Learning .mp4
9.5 MB
machine learning 3/107 - Computational Folk Theorem - Georgia Tech - Machine Learning .mp4
7.7 MB
machine learning 3/108 - Stochastic Games and Multiagent RL - Georgia Tech - Machine Learning .mp4
20.5 MB
machine learning 3/109 - Stochastic Games - Georgia Tech - Machine Learning .mp4
5.5 MB
machine learning 3/11 - More About Rewards - Georgia Tech - Machine Learning .mp4
13.5 MB
machine learning 3/110 - Models and Stochastic Games Quiz - Georgia Tech - Machine Learning .mp4
4.8 MB
machine learning 3/111 - Models and Stochastic Games Quiz Solution - Georgia Tech - Machine Learning .mp4
7.5 MB
machine learning 3/112 - Zero Sum Stochastic Games - Georgia Tech - Machine Learning .mp4
13.8 MB
machine learning 3/113 - Zero Sum Stochastic Games Two - Georgia Tech - Machine Learning .mp4
9.2 MB
machine learning 3/114 - General Sum Games - Georgia Tech - Machine Learning .mp4
14.8 MB
machine learning 3/115 - Lots of Ideas - Georgia Tech - Machine Learning .mp4
8.4 MB
machine learning 3/116 - What Have We Learned - Georgia Tech - Machine Learning .mp4
8.7 MB
machine learning 3/117 - Reinforcement Learning Outro Part 1 - Georgia Tech - Machine Learning .mp4
21.5 MB
machine learning 3/118 - Reinforcement Learning Outro Part 2 - Georgia Tech - Machine Learning .mp4
14.0 MB
machine learning 3/119 - Outro Part 3 - Georgia Tech - Machine LearningReinforcement Learning .mp4
18.4 MB
machine learning 3/12 - More About Rewards Two - Georgia Tech - Machine Learning .mp4
14.7 MB
machine learning 3/120 - Reinforcement Learning Outro Part 4 - Georgia Tech - Machine Learning .mp4
17.2 MB
machine learning 3/121 - Reinforcement Learning Outro Part 5 - Georgia Tech - Machine Learnin.mp4
24.4 MB
machine learning 3/13 - Rewards Quiz - Georgia Tech - Machine Learning .mp4
4.3 MB
machine learning 3/14 - Rewards Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
24.4 MB
machine learning 3/15 - Sequences of Rewards One - Georgia Tech - Machine Learning .mp4
28.3 MB
machine learning 3/16 - Sequences of Rewards Two - Georgia Tech - Machine Learning .mp4
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machine learning 3/17 - Sequences of Rewards Quiz - Georgia Tech - Machine Learning .mp4
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machine learning 3/18 - Sequences of Rewards Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
6.4 MB
machine learning 3/19 - Sequences of Rewards - Georgia Tech - Machine Learning .mp4
20.1 MB
machine learning 3/2 - Decision Making and Reinforcement Learning - Georgia Tech - Machine Learning .mp4
7.8 MB
machine learning 3/20 - Assumptions - Georgia Tech - Machine Learning .mp4
7.6 MB
machine learning 3/21 - Policies - Georgia Tech - Machine Learning .mp4
11.7 MB
machine learning 3/22 - Policies Two - Georgia Tech - Machine Learning .mp4
14.8 MB
machine learning 3/23 - Finding Policies - Georgia Tech - Machine Learning .mp4
10.7 MB
machine learning 3/24 - Finding Policies Two - Georgia Tech - Machine Learning .mp4
13.4 MB
machine learning 3/25 - Iterations Quiz - Georgia Tech - Machine Learning .mp4
4.2 MB
machine learning 3/26 - Iterations Quiz Solution - Georgia Tech - Machine Learning .mp4
21.6 MB
machine learning 3/27 - Finding Policies Three - Georgia Tech - Machine Learning .mp4
14.8 MB
machine learning 3/28 - Wrapping up - Georgia Tech - Machine Learning .mp4
12.2 MB
machine learning 3/29 - Reinforcement Learning - Georgia Tech - Machine Learning .mp4
5.9 MB
machine learning 3/3 - The World Quiz - Georgia Tech - Machine Learning .mp4
6.4 MB
machine learning 3/30 - Rat Dinosaurs - Georgia Tech - Machine Learning .mp4
8.6 MB
machine learning 3/31 - API - Georgia Tech - Machine Learning .mp4
2.9 MB
machine learning 3/32 - API Quiz - Georgia Tech - Machine Learning .mp4
5.3 MB
machine learning 3/33 - API Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
14.1 MB
machine learning 3/34 - Three Approaches to RL - Georgia Tech - Machine Learning .mp4
14.2 MB
machine learning 3/35 - A New Kind of Value Function - Georgia Tech - Machine Learning .mp4
10.4 MB
machine learning 3/36 - Value Function Quiz - Georgia Tech - Machine Learning .mp4
2.7 MB
machine learning 3/37 - Value Function Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
5.4 MB
machine learning 3/38 - Q Learning Quiz - Georgia Tech - Machine Learning .mp4
1.6 MB
machine learning 3/39 - Q Learning Quiz Solution - Georgia Tech - Machine Learning .mp4
5.8 MB
machine learning 3/4 - The World Quiz Solution - Georgia Tech - Machine Learning .mp4
2.8 MB
machine learning 3/40 - Estimating Q From Transitions - Georgia Tech - Machine Learning .mp4
11.2 MB
machine learning 3/41 - Learning Incrementally Quiz - Georgia Tech - Machine Learning .mp4
6.5 MB
machine learning 3/42 - Learning Incrementally Quiz Solution - Georgia Tech - Machine Learning .mp4
5.8 MB
machine learning 3/43 - Estimating Q From Transitions Two - Georgia Tech - Machine Learning .mp4
6.8 MB
machine learning 3/44 - Q Learning Convergence - Georgia Tech - Machine Learning .mp4
4.9 MB
machine learning 3/45 - Choosing Actions - Georgia Tech - Machine Learning .mp4
15.2 MB
machine learning 3/46 - Choosing Actions Two - Georgia Tech - Machine Learning .mp4
11.0 MB
machine learning 3/47 - Greedy Exploration - Georgia Tech - Machine Learning .mp4
12.2 MB
machine learning 3/48 - What Have We Learned - Georgia Tech - Machine Learning .mp4
11.5 MB
machine learning 3/49 - Game Theory - Georgia Tech - Machine Learning .mp4
1.1 MB
machine learning 3/5 - The World II Quiz - Georgia Tech - Machine Learning .mp4
5.2 MB
machine learning 3/50 - What is Game Theory - Georgia Tech - Machine Learning .mp4
10.5 MB
machine learning 3/51 - A Simple Game - Georgia Tech - Machine Learning .mp4
14.7 MB
machine learning 3/52 - A Simple Quiz - Georgia Tech - Machine Learning .mp4
2.3 MB
machine learning 3/53 - A Simple Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
4.5 MB
machine learning 3/54 - Another Simple Quiz - Georgia Tech - Machine Learning .mp4
6.6 MB
machine learning 3/55 - Another Simple Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
14.7 MB
machine learning 3/56 - Minimax - Georgia Tech - Machine Learning .mp4
8.4 MB
machine learning 3/57 - Fundamental Result - Georgia Tech - Machine Learning .mp4
12.6 MB
machine learning 3/58 - Game Tree - Georgia Tech - Machine Learning .mp4
6.9 MB
machine learning 3/59 - Game Tree Quiz - Georgia Tech - Machine Learning .mp4
1.0 MB
machine learning 3/6 - The World II Quiz Solution - Georgia Tech - Machine Learning .mp4
12.9 MB
machine learning 3/60 - Game Tree Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
6.4 MB
machine learning 3/61 - Von Neumann - Georgia Tech - Machine Learning .mp4
5.0 MB
machine learning 3/62 - Minipoker - Georgia Tech - Machine Learning .mp4
12.3 MB
machine learning 3/63 - Minipoker Tree Quiz - Georgia Tech - Machine Learning .mp4
10.9 MB
machine learning 3/64 - Minipoker Tree Quiz Solution - Georgia Tech - Machine Learning .mp4
14.8 MB
machine learning 3/65 - Mixed Strategy Quiz - Georgia Tech - Machine Learning .mp4
7.9 MB
machine learning 3/66 - Mixed Strategy Quiz Solution - Georgia Tech - Machine Learning .mp4
8.5 MB
machine learning 3/67 - Lines Quiz - Georgia Tech - Machine Learning .mp4
1.9 MB
machine learning 3/68 - Lines Quiz Solution - Georgia Tech - Machine Learning .mp4
1.6 MB
machine learning 3/69 - Center Game - Georgia Tech - Machine Learning .mp4
20.1 MB
machine learning 3/7 - Markov Decision Processes - Georgia Tech - Machine Learning .mp4
6.7 MB
machine learning 3/70 - Snitch - Georgia Tech - Machine Learning .mp4
12.1 MB
machine learning 3/71 - Snitch Two - Georgia Tech - Machine Learning .mp4
17.5 MB
machine learning 3/72 - Snitch Three - Georgia Tech - Machine Learning .mp4
7.1 MB
machine learning 3/73 - A Beautiful Equilibrium - Georgia Tech - Machine Learning .mp4
11.5 MB
machine learning 3/74 - A Beautiful Quiz - Georgia Tech - Machine Learning .mp4
2.9 MB
machine learning 3/75 - A Beautiful Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
7.3 MB
machine learning 3/76 - A Beautiful Equilibrium Two - Georgia Tech - Machine Learning .mp4
6.5 MB
machine learning 3/77 - The Two Step - Georgia Tech - Machine Learning .mp4
8.5 MB
machine learning 3/78 - 2Step2Furious - Georgia Tech - Machine Learning .mp4
14.2 MB
machine learning 3/79 - What Have We Learned - Georgia Tech - Machine Learning .mp4
18.5 MB
machine learning 3/8 - Markov Decision Processes Two - Georgia Tech - Machine Learning .mp4
11.9 MB
machine learning 3/80 - The Sequencing - Georgia Tech - Machine Learning .mp4
2.0 MB
machine learning 3/81 - Iterated Prisoners Dilemma - Georgia Tech - Machine Learning .mp4
5.3 MB
machine learning 3/82 - Uncertain End - Georgia Tech - Machine Learning .mp4
8.4 MB
machine learning 3/83 - Tit for Tat - Georgia Tech - Machine Learning .mp4
4.6 MB
machine learning 3/84 - Tit for Tat Quiz - Georgia Tech - Machine Learning .mp4
2.0 MB
machine learning 3/85 - Tit for Tat Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
6.2 MB
machine learning 3/86 - Facing TfT Quiz - Georgia Tech - Machine Learning .mp4
9.1 MB
machine learning 3/87 - Facing TfT Quiz Solution - Georgia Tech - Machine Learning .mp4
3.2 MB
machine learning 3/88 - Finite State Strategy - Georgia Tech - Machine Learning .mp4
13.2 MB
machine learning 3/89 - Best Responses in IPD Quiz - Georgia Tech - Machine Learning .mp4
2.7 MB
machine learning 3/9 - Markov Decision Processes Three - Georgia Tech - Machine Learning .mp4
14.4 MB
machine learning 3/90 - Best Responses in IPD Quiz Solution - Georgia Tech - Machine Learning .mp4
11.6 MB
machine learning 3/91 - Folk Theorem - Georgia Tech - Machine Learning .mp4
10.8 MB
machine learning 3/92 - Repeated Games and the Folk Theorem - Georgia Tech - Machine Learning .mp4
5.0 MB
machine learning 3/93 - Repeated Games Quiz - Georgia Tech - Machine Learning .mp4
4.2 MB
machine learning 3/94 - Repeated Games Quiz Quiz Solution - Georgia Tech - Machine Learning .mp4
10.6 MB
machine learning 3/95 - Minmax Profile Quiz - Georgia Tech - Machine Learning .mp4
12.6 MB
machine learning 3/96 - Minmax Profile Quiz Solution - Georgia Tech - Machine Learning .mp4
13.4 MB
machine learning 3/97 - Security Level Profile - Georgia Tech - Machine Learning .mp4
5.1 MB
machine learning 3/98 - Folksy Theorem - Georgia Tech - Machine Learning .mp4
5.6 MB
machine learning 3/99 - Grim Trigger - Georgia Tech - Machine Learning .mp4
5.0 MB
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