CS104: Information and Information Systems

Lecture slides

Modeling Text with Probability I (PDF slides)
Modeling Text with Probability II (PDF slides)
Collaborative Information Filtering (PDF slides)
Introduction to Machine Learning (PDF slides)
Clustering and Dimensionality Reduction (PDF slides)
Social Networks and Graph Theory (PDF slides)

Lab notes

Probability theory and Information Systems (Lab 4) (PDF)