
A probabilistic formulation of the linear model
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Summary
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Introduction to mixture models
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How many Gaussians in the GMM
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Gaussian mixture model (GMM)
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Visualizing the EM algorithm
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Expectationmaximization algorithm
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Confidence Interval for Generalization
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Example where Naive Bayes Fails
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Gaussian Naive Bayes Classifier
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Estimating Gaussians
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The Gaussian Distribution
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The Bivariate Gaussian
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