15.097 | Spring 2012 | Graduate

Prediction: Machine Learning and Statistics

Related Resources

Background Papers

Wu, Xindong, Vipin Kumar, et al. “[Top 10 Algorithms in Data Mining](http://dx.doi.org/ doi:10.1007/s10115-007-0114-2).” Knowledge and Information Systems 14, no. 1 (2008): 1–37.

Agrawal, Rakesh, and Ramakrishnan Srikant. “Fast Algorithms for Mining Association Rules.” Proceedings of the 20th VLDB Conference, 1994.

Fayyad, Usama, Gregory Piatetsky-Shapiro, et al. “From Data Mining to Knowledge Discovery in Databases.” AI Magazine 17, no. 3 (1996): 37–54.

CRISP-DM Resources

A Visual Guide to CRISP-DM Methodology (PDF)

CRISP-DM 1.0: Step-by-step Data Mining Guide (PDF)

Course Info

As Taught In
Spring 2012
Learning Resource Types
Lecture Notes
Projects with Examples
Instructor Insights