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W207 Machine Learning

  • Nearest neighbors, Naive Bayes, Decision trees, Logistic regression, Gradient Descent, Neural networks, (k-means & hierarchical) Clustering, GMMs, Dimensionality reduction, Network analysis... using Python (mainly sklearn).
  • 3 Assignments and a Final Project.

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