Resources

This page contains online book resources for instructors and students. You can contact us via email if you have any questions.

Solutions Manual

Solutions are available for Instructors. Please email us from an official university/academic email address to request the solutions manual (please also provide a URL to your official academic webpage/course page to verify that you are a faculty member).

Lecture Videos

You can access the lecture videos for the data mining course offered at RPI in Fall 2019.

Slides

Complete latex sources for all slides are available. Below we include the PDF and PPT versions.

PART I. DATA ANALYSIS FOUNDATIONS

PART II. FREQUENT PATTERN MINING

PART III. CLUSTERING

PART IV. CLASSIFICATION

PART V. REGRESSION