This course is a talk series being given at Google by David Mease based on a Master's level stats course he taught at Stanford in 2007. The main topics are exploring and visualizing data, association analysis, classification, and clustering.

Homework

Original Source

Here is a link to a more recent course page (without videos)

Resources:

• Textbook: Introduction to Data Mining by Tan, Steinbach and Kumar