| Tom Mitchell - Machine Learning/Course Project Guidelines.docx |
31 KB |
| Tom Mitchell - Machine Learning/homework/homework4_code.zip |
62 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch8.pdf |
122 KB |
| Tom Mitchell - Machine Learning/19_SSL_EoML.pdf |
135 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch7.pdf |
151 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch5.pdf |
152 KB |
| Tom Mitchell - Machine Learning/19_colt98_final.ps |
158 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch2.pdf |
160 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch9.pdf |
163 KB |
| Tom Mitchell - Machine Learning/homework/homework1.pdf |
165 KB |
| Tom Mitchell - Machine Learning/homework/homework3.pdf |
166 KB |
| Tom Mitchell - Machine Learning/recitation/r01_math_decision_trees.pdf |
166 KB |
| Tom Mitchell - Machine Learning/16_perceptron-notes.pdf |
169 KB |
| Tom Mitchell - Machine Learning/homework/homework4.pdf |
172 KB |
| Tom Mitchell - Machine Learning/08_sc-2015.pdf |
177 KB |
| Tom Mitchell - Machine Learning/homework/homework2.pdf |
178 KB |
| Tom Mitchell - Machine Learning/homework/homework3_sol.pdf |
180 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch3.pdf |
181 KB |
| Tom Mitchell - Machine Learning/18_cs229-notes3.pdf |
189 KB |
| Tom Mitchell - Machine Learning/07_NBayesLogReg.pdf |
189 KB |
| Tom Mitchell - Machine Learning/15_schapire02boosting_schapire.pdf |
195 KB |
| Tom Mitchell - Machine Learning/homework/homework1_sol.pdf |
205 KB |
| Tom Mitchell - Machine Learning/homework/homework7.pdf |
208 KB |
| Tom Mitchell - Machine Learning/homework/homework6.pdf |
208 KB |
| Tom Mitchell - Machine Learning/20_al-survey-enc-algos.pdf |
213 KB |
| Tom Mitchell - Machine Learning/homework/homework5.pdf |
215 KB |
| Tom Mitchell - Machine Learning/Combining Labeled and Unlabeled Data with Co-Trainingy.pdf |
217 KB |
| Tom Mitchell - Machine Learning/19_joachims_99c.pdf |
217 KB |
| Tom Mitchell - Machine Learning/homework/homework7_sol.pdf |
231 KB |
| Tom Mitchell - Machine Learning/homework/homework2_sol.pdf |
233 KB |
| Tom Mitchell - Machine Learning/26_privacy_4-22-2015.pdf |
237 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch6.pdf |
249 KB |
| Tom Mitchell - Machine Learning/20_twoface.pdf |
265 KB |
| Tom Mitchell - Machine Learning/homework/homework6_sol.pdf |
274 KB |
| Tom Mitchell - Machine Learning/07_Joint_MLE_MAP.pdf |
299 KB |
| Tom Mitchell - Machine Learning/15_nips-tutorial.pdf |
345 KB |
| Tom Mitchell - Machine Learning/homework/homework4_sol.pdf |
370 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch1.pdf |
373 KB |
| Tom Mitchell - Machine Learning/additional notes/additional notes for ch4.pdf |
404 KB |
| Tom Mitchell - Machine Learning/21_cluster-chapter.pdf |
442 KB |
| Tom Mitchell - Machine Learning/Lecture15FinalPart1.pdf |
479 KB |
| Tom Mitchell - Machine Learning/16_boosting-percepton-margins_03-18-2015.pdf |
523 KB |
| Tom Mitchell - Machine Learning/17_margins-kernels_03-23-2015.pdf |
545 KB |
| Tom Mitchell - Machine Learning/01.Course Introduction.pdf |
637 KB |
| Tom Mitchell - Machine Learning/10_Theory3_2-16-2015.pdf |
704 KB |
| Tom Mitchell - Machine Learning/09_Theory2_2-11-2015.pdf |
761 KB |
| Tom Mitchell - Machine Learning/homework/hw3_code.tar |
808 KB |
| Tom Mitchell - Machine Learning/08_Theory_2-9-2015.pdf |
855 KB |
| Tom Mitchell - Machine Learning/25_rl_4-20-2015.pdf |
872 KB |
| Tom Mitchell - Machine Learning/13_PAC-learning2_3-1-2011-ann.pdf |
875 KB |
| Tom Mitchell - Machine Learning/15_PAC-learning2_3-1-2011-ann.pdf |
875 KB |
| Tom Mitchell - Machine Learning/18_svm-ssl_03-25-2015.pdf |
877 KB |
| Tom Mitchell - Machine Learning/15_boosting_3-16-2015.pdf |
882 KB |
| Tom Mitchell - Machine Learning/02.Decision Tree Learning.pdf |
900 KB |
| Tom Mitchell - Machine Learning/12_GrMod1_2-23-2015-ann.pdf |
1019 KB |
| Tom Mitchell - Machine Learning/recitation/r04_regression.pptx |
1.1 MB |
| Tom Mitchell - Machine Learning/04_NBayes-1-26-2015-ann.pdf |
1.1 MB |
| Tom Mitchell - Machine Learning/22_pca-04-09-2015.pdf |
1.3 MB |
| Tom Mitchell - Machine Learning/11_GrMod1_2-18-2015-ann.pdf |
1.3 MB |
| Tom Mitchell - Machine Learning/20_al_4-1-2015.pdf |
1.4 MB |
| Tom Mitchell - Machine Learning/15_PAC-learning1-2-24-2011-ann.pdf |
1.4 MB |
| Tom Mitchell - Machine Learning/13_PAC-learning1-2-24-2011-ann.pdf |
1.4 MB |
| Tom Mitchell - Machine Learning/02_Overfitting_ProbReview-1-14-2015_ann.pdf |
1.5 MB |
| Tom Mitchell - Machine Learning/03_MLE_MAP_NBayes-1-21-2015_ann.pdf |
1.5 MB |
| Tom Mitchell - Machine Learning/21_clustering_4-6-2015.pdf |
1.5 MB |
| Tom Mitchell - Machine Learning/19_ssl_03-30-2015.pdf |
1.6 MB |
| Tom Mitchell - Machine Learning/07_GenDiscr2_2-4-2015-ann.pdf |
1.7 MB |
| Tom Mitchell - Machine Learning/25_NNets-701-3_24_2011_ann.pdf |
1.7 MB |
| Tom Mitchell - Machine Learning/cotrain-tsvms-pca.pdf |
1.7 MB |
| Tom Mitchell - Machine Learning/20_settles.activelearning.pdf |
1.9 MB |
| Tom Mitchell - Machine Learning/05_GNB_1-28-2015-ann.pdf |
2.3 MB |
| Tom Mitchell - Machine Learning/13_GrMod3_2-25-2015-ann.pdf |
2.5 MB |
| Tom Mitchell - Machine Learning/14_GrMod4_3-4-2015-ann.pdf |
2.6 MB |
| Tom Mitchell - Machine Learning/13_pac learning 03_ann.pdf |
2.7 MB |
| Tom Mitchell - Machine Learning/15_PAC-learning1-10-11-2012_ANN.pdf |
2.7 MB |
| Tom Mitchell - Machine Learning/06_GenDiscr_LR_2-2-2015-ann.pdf |
3.1 MB |
| Tom Mitchell - Machine Learning/04_NBayes-1-26-2015.pptx.pdf |
3.7 MB |
| Tom Mitchell - Machine Learning/01_DTreesAndOverfitting-1-12-2015.pdf |
5.3 MB |
| Tom Mitchell - Machine Learning/23_nell_4-13-2015.pdf |
5.6 MB |
| Tom Mitchell - Machine Learning/26_deep_4-22-2015.pdf |
6.7 MB |
| Tom Mitchell - Machine Learning/24_nn_4-15-2015.pdf |
11.8 MB |
| Tom Mitchell - Machine Learning/26_deep_4-22-2015.mp4 |
103.9 MB |
| Tom Mitchell - Machine Learning/13_pac learning 03.mp4 |
121.5 MB |
| Tom Mitchell - Machine Learning/13_pac learning 02.mp4 |
128.9 MB |
| Tom Mitchell - Machine Learning/13_pac learning 01.mp4 |
150.1 MB |
| Tom Mitchell - Machine Learning/02_Overfitting_ProbReview.mp4 |
188.5 MB |
| Tom Mitchell - Machine Learning/18_cs229-notes3.mp4 |
189.3 MB |
| Tom Mitchell - Machine Learning/15_boosting_3-16-2015.mp4 |
189.9 MB |
| Tom Mitchell - Machine Learning/16_boosting-percepton-margins_03-18-2015.mp4 |
190.4 MB |
| Tom Mitchell - Machine Learning/12_GrMod1_2-23-2015-ann.mp4 |
191.2 MB |
| Tom Mitchell - Machine Learning/22_pca-04-09-2015.mp4 |
193.6 MB |
| Tom Mitchell - Machine Learning/09_Theory2_2-11-2015.mp4 |
194.4 MB |
| Tom Mitchell - Machine Learning/08_Theory_2-9-2015.mp4 |
194.6 MB |
| Tom Mitchell - Machine Learning/21_clustering_4-6-2015.mp4 |
194.9 MB |
| Tom Mitchell - Machine Learning/11_GrMod1.mp4 |
195.1 MB |
| Tom Mitchell - Machine Learning/07_GenDiscr2.mp4 |
197 MB |
| Tom Mitchell - Machine Learning/19_ssl_03-30-2015.mp4 |
197.6 MB |
| Tom Mitchell - Machine Learning/25_rl_4-20-2015.mp4 |
200.3 MB |
| Tom Mitchell - Machine Learning/10_Theory3_2-16-2015.mp4 |
201.1 MB |
| Tom Mitchell - Machine Learning/17_margins-kernels_03-23-2015.mp4 |
201.7 MB |
| Tom Mitchell - Machine Learning/01.Course Introduction.mp4 |
203.3 MB |
| Tom Mitchell - Machine Learning/20_al_4-1-2015.mp4 |
203.9 MB |
| Tom Mitchell - Machine Learning/05_GNB_1.mp4 |
205.6 MB |
| Tom Mitchell - Machine Learning/03_MLE_MAP_NBayes.mp4 |
206 MB |
| Tom Mitchell - Machine Learning/13_GrMod3_2-25-2015-ann.mp4 |
206.9 MB |
| Tom Mitchell - Machine Learning/04_NBayes.mp4 |
207.2 MB |
| Tom Mitchell - Machine Learning/23_nell_4-13-2015.mp4 |
210.6 MB |
| Tom Mitchell - Machine Learning/24_nn_4-15-2015.mp4 |
210.8 MB |
| Tom Mitchell - Machine Learning/14_GrMod4_3-4-2015-ann.mp4 |
212.1 MB |
| Tom Mitchell - Machine Learning/06_GenDiscr_LR_.mp4 |
213.5 MB |
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