Tom Mitchell - Machine Learning - 2012
Tom Mitchell,CMU



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Tom Mitchell - Machine Learning (110 files)
Course Project Guidelines.docx31.87kB
homework/homework4_code.zip63.68kB
additional notes/additional notes for ch8.pdf125.38kB
19_SSL_EoML.pdf138.32kB
additional notes/additional notes for ch7.pdf154.62kB
additional notes/additional notes for ch5.pdf155.73kB
19_colt98_final.ps161.88kB
additional notes/additional notes for ch2.pdf163.48kB
additional notes/additional notes for ch9.pdf166.79kB
homework/homework1.pdf169.35kB
homework/homework3.pdf170.32kB
recitation/r01_math_decision_trees.pdf170.38kB
16_perceptron-notes.pdf173.54kB
homework/homework4.pdf176.56kB
08_sc-2015.pdf181.04kB
homework/homework2.pdf182.59kB
homework/homework3_sol.pdf183.95kB
additional notes/additional notes for ch3.pdf185.07kB
18_cs229-notes3.pdf193.34kB
07_NBayesLogReg.pdf193.56kB
15_schapire02boosting_schapire.pdf199.55kB
homework/homework1_sol.pdf210.40kB
homework/homework7.pdf213.36kB
homework/homework6.pdf213.46kB
20_al-survey-enc-algos.pdf217.98kB
homework/homework5.pdf220.43kB
Combining Labeled and Unlabeled Data with Co-Trainingy.pdf222.40kB
19_joachims_99c.pdf222.69kB
homework/homework7_sol.pdf236.15kB
homework/homework2_sol.pdf238.89kB
26_privacy_4-22-2015.pdf242.70kB
additional notes/additional notes for ch6.pdf255.41kB
20_twoface.pdf271.70kB
homework/homework6_sol.pdf280.20kB
07_Joint_MLE_MAP.pdf306.39kB
15_nips-tutorial.pdf353.56kB
homework/homework4_sol.pdf378.67kB
additional notes/additional notes for ch1.pdf382.17kB
additional notes/additional notes for ch4.pdf413.87kB
21_cluster-chapter.pdf452.47kB
Lecture15FinalPart1.pdf490.14kB
16_boosting-percepton-margins_03-18-2015.pdf535.58kB
17_margins-kernels_03-23-2015.pdf557.58kB
01.Course Introduction.pdf651.81kB
10_Theory3_2-16-2015.pdf721.05kB
09_Theory2_2-11-2015.pdf779.18kB
homework/hw3_code.tar826.88kB
08_Theory_2-9-2015.pdf875.74kB
25_rl_4-20-2015.pdf892.65kB
13_PAC-learning2_3-1-2011-ann.pdf895.98kB
15_PAC-learning2_3-1-2011-ann.pdf895.98kB
18_svm-ssl_03-25-2015.pdf897.85kB
15_boosting_3-16-2015.pdf903.34kB
02.Decision Tree Learning.pdf922.04kB
12_GrMod1_2-23-2015-ann.pdf1.04MB
recitation/r04_regression.pptx1.16MB
04_NBayes-1-26-2015-ann.pdf1.17MB
22_pca-04-09-2015.pdf1.35MB
11_GrMod1_2-18-2015-ann.pdf1.41MB
20_al_4-1-2015.pdf1.44MB
15_PAC-learning1-2-24-2011-ann.pdf1.51MB
13_PAC-learning1-2-24-2011-ann.pdf1.51MB
02_Overfitting_ProbReview-1-14-2015_ann.pdf1.58MB
03_MLE_MAP_NBayes-1-21-2015_ann.pdf1.58MB
21_clustering_4-6-2015.pdf1.62MB
19_ssl_03-30-2015.pdf1.67MB
07_GenDiscr2_2-4-2015-ann.pdf1.74MB
25_NNets-701-3_24_2011_ann.pdf1.82MB
cotrain-tsvms-pca.pdf1.82MB
20_settles.activelearning.pdf1.94MB
05_GNB_1-28-2015-ann.pdf2.43MB
13_GrMod3_2-25-2015-ann.pdf2.66MB
14_GrMod4_3-4-2015-ann.pdf2.78MB
13_pac learning 03_ann.pdf2.86MB
15_PAC-learning1-10-11-2012_ANN.pdf2.86MB
06_GenDiscr_LR_2-2-2015-ann.pdf3.20MB
04_NBayes-1-26-2015.pptx.pdf3.91MB
01_DTreesAndOverfitting-1-12-2015.pdf5.54MB
23_nell_4-13-2015.pdf5.87MB
26_deep_4-22-2015.pdf7.06MB
24_nn_4-15-2015.pdf12.41MB
26_deep_4-22-2015.mp4108.90MB
13_pac learning 03.mp4127.35MB
13_pac learning 02.mp4135.15MB
13_pac learning 01.mp4157.38MB
02_Overfitting_ProbReview.mp4197.71MB
18_cs229-notes3.mp4198.51MB
15_boosting_3-16-2015.mp4199.07MB
16_boosting-percepton-margins_03-18-2015.mp4199.63MB
12_GrMod1_2-23-2015-ann.mp4200.52MB
22_pca-04-09-2015.mp4202.99MB
09_Theory2_2-11-2015.mp4203.79MB
08_Theory_2-9-2015.mp4204.06MB
21_clustering_4-6-2015.mp4204.33MB
11_GrMod1.mp4204.55MB
07_GenDiscr2.mp4206.54MB
19_ssl_03-30-2015.mp4207.23MB
25_rl_4-20-2015.mp4210.03MB
10_Theory3_2-16-2015.mp4210.90MB
17_margins-kernels_03-23-2015.mp4211.51MB
01.Course Introduction.mp4213.16MB
20_al_4-1-2015.mp4213.76MB
05_GNB_1.mp4215.63MB
03_MLE_MAP_NBayes.mp4215.97MB
13_GrMod3_2-25-2015-ann.mp4216.97MB
04_NBayes.mp4217.23MB
23_nell_4-13-2015.mp4220.79MB
24_nn_4-15-2015.mp4221.00MB
14_GrMod4_3-4-2015-ann.mp4222.40MB
06_GenDiscr_LR_.mp4223.87MB
Type: Course
Tags: machine learning, Tom Mitchell

Bibtex:
@article{,
title= {Tom Mitchell - Machine Learning  - 2012},
keywords= {machine learning, Tom Mitchell},
journal= {},
author= {Tom Mitchell,CMU},
year= {},
url= {http://www.cs.cmu.edu/~tom/10601_fall2012/lectures.shtml},
license= {},
abstract= {http://www.cs.cmu.edu/~tom/10601_fall2012/lectures.shtml},
superseded= {},
terms= {}
}