http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.1.1-Learn-overview.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.2.1-Learn-param-MLE.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.2.2-Learn-BNparam-MLE.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.2.3-Learn-BNparam-BayesianEstimation.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.2.4-Learn-BNparam-BayesianPrediction.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.2.5-Learn-BNparam-BayesianBN.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.3.1-Learn-MNparam.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.3.2-Learn-CRFparam.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.3.3-Learn-MNparam-MAP-regularization.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.1-Learning-structure-overview.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.2-Learning-structure-BN-likelihood-score.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.3-Learning-structure-BN-BIC-score.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.4-Learning-structure-BN-Bayesian-score.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.5-Learning-structure-BN-search-tree.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.6-Learning-structure-BN-greedy-search.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.4.7-Learning-structure-BN-search-decomposability.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.5.1-Learn-missing-overview.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.5.2-Learn-missing-EM-intro.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.5.3-Learn-missing-EM-analysis.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.5.4-Learn-missing-EM-practice.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.5.5-Learn-missing-latent.pdf http://spark-university.s3.amazonaws.com/stanford-pgm/slides/5.6-Learn-summary.pdf