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#	Item
41	A Course in Machine Learning Hal Daumé III 1 \| D ECISION T REES Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:39 Applied mathematics Inductive bias Overfitting Algorithm NP Supervised learning Artificial neural network Machine learning Statistics Artificial intelligence
42	A Course in Machine Learning Hal Daumé III 10 \| L EARNING T HEORY Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:31 Computational learning theory Machine learning Models of computation Computational complexity theory Probably approximately correct learning Algorithm Decision tree model VC dimension PP Theoretical computer science Applied mathematics Mathematics
43	A Course in Machine Learning Hal Daumé III C ODE Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:40 Neural networks Supervised learning Perceptron Support vector machine Linear classifier Logistic regression K-nearest neighbor algorithm Kernel trick Maximum likelihood Statistics Machine learning Statistical classification
44	A Course in Machine Learning Hal Daumé III 7 \| P ROBABILISTIC M ODELING Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:29 Bayesian statistics Statistical classification Maximum likelihood Naive Bayes classifier Likelihood function Likelihood-ratio test Kullback–Leibler divergence Fisher information Statistics Statistical theory Estimation theory
45	A Course in Machine Learning Hal Daumé III 15 \| S EMI -S UPERVISED L EARNING Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:34 Learning Semi-supervised learning Active learning Supervised learning Cluster assumption Document classification Co-training Transduction Machine learning Artificial intelligence Computational statistics
46	A Course in Machine Learning Hal Daumé III 19 \| BAYESIAN L EARNING Add to Reading List Source URL: ciml.info - Date: 2014-09-24 16:08:36
47	A Course in Machine Learning Hal Daumé III 2 \| G EOMETRY Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:36 K-nearest neighbor algorithm Supervised learning Cluster analysis K-means clustering Statistical classification Curse of dimensionality IDistance Nearest neighbor search Statistics Machine learning Computational statistics
48	A Course in Machine Learning Hal Daumé III 16 \| G RAPHICAL M ODELS Add to Reading List Source URL: ciml.info - Date: 2014-09-24 16:08:34
49	A Course in Machine Learning Hal Daumé III 11 \| E NSEMBLE M ETHODS Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:32 Boosting Linear classifier Statistical classification Perceptron Random forest Decision stump K-nearest neighbor algorithm Margin classifier Random subspace method Machine learning Ensemble learning AdaBoost
50	GUIDE OIML G 17 Edition[removed]E) Guide for CIML Members Add to Reading List Source URL: www.oiml.org Language: English - Date: 2015-02-11 06:45:21 International Organization of Legal Metrology Engineering International vocabulary of metrology Metrology CIML International System of Units International Electrotechnical Commission Technical standard International Bureau of Weights and Measures Standards organizations Measurement International relations

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