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Lecture 38 — Text Categorization Generative Probabilistic Models | UIUC
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Lecture 39 — Text Categorization Discriminative Classifier - Part 1 | UIUC
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Lecture 37 — Text Categorization Methods | UIUC
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Lecture 36 — Text Categorization Motivation | UIUC
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Lecture 32 — Text Clustering Generative Probabilistic Models - Part 2 | UIUC
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Lecture 42 — Text Categorization Evaluation - Part 2 | UIUC
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Lecture 33 — Text Clustering Generative Probabilistic Models - Part 3 | UIUC
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Lecture 40 — Text Categorization Discriminative Classifier - Part 2 | UIUC
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Lecture 41 — Text Categorization Evaluation - Part 1 | UIUC
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Logistic Regression 1 Generative and Discriminative Classifiers
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Lecture 18 — Probabilistic Topic Models Overview of Statistical Language Models - Part 2 | UIUC
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Generative model to perform classification and prediction.
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Lecture 17 — Probabilistic Topic Models Overview of Statistical Language Models - Part 1 | UIUC
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Lecture 20 — Probabilistic Topic Models Mixture of Unigram Language Models | UIUC
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