Data Mining PPT and PDF SLIDES

Data Mining

Instructor: Pedro Domingos
Textbook: Tom Mitchell, Machine Learning, McGraw-Hill,
Download Slides from here

Topics & Lecture Notes

Introduction; data warehousing and OLAP PPT , PDF
Inductive learning, decision trees PPT , PDF
Rule induction PPT, PDF
Bayesian learning PPT, PDF
Neural networks PPT, PDF
Genetic algorithms, model ensembles PPT, PDF
Instance-based learning PPT, PDF
Learning theory PPT, PDF
Association rules PPT, PDF
Clustering PPT, PDF