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Lecture 13: Generative Models

cs231n.stanford.edu

Supervised vs Unsupervised Learning K-means clustering This image is CC0 public domain. Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 13 - 11 May 18, 2017 Unsupervised Learning ... Examples: Clustering, dimensionality reduction, feature learning, density estimation, etc. 14 Supervised vs Unsupervised Learning Supervised Learning

  Name, Supervised, Generative, Clustering, Means clustering

POST GRADUATE PROGRAM IN ARTIFICIAL INTELLIGENCE

d9jmtjs5r4cgq.cloudfront.net

Supervised learning • Linear Regression • Multiple Variable Linear Regression • Logistic Regression • Naive Bayes Classifiers • k-NN Classification • Support Vector Machines MODULE 2 Ensemble Techniques • Decision Trees • Bagging • Random Forests • Boosting MODULE 3 Unsupervised learning • K-means Clustering

  Name, Supervised, Clustering, Means clustering

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Generative, Supervised, Means Clustering, Clustering