1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 10a, April 7, 2015 Factor Analysis (v. PCA), Fischer Linear Discriminant.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 4b, February 14, 2014 Lab exercises: regression, kNN and K-means.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 10a, April 1, 2014 Support Vector Machines.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 4b, February 20, 2015 Lab: regression, kNN and K- means results, interpreting and evaluating models.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 6b, February 28, 2014 Weighted kNN, clustering, more plottong, Bayes.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 7a, March 3, 2014, SAGE 3101 Interpreting weighted kNN, forms of clustering, decision trees and Bayesian.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 14b, May 2, 2014 PCA and return to Big Data infrastructure…. and assignment time.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 1a, January 21, 2014, SAGE 3101 Introduction to Data Analytics, Current Challenges. Course Outline.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 5b, February 21, 2014 Interpreting regression, kNN and K-means results, evaluating models.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 13a, April 22, 2014 Boosting, dimension reduction and a preview of the return to Big Data.
k NN , K- Means, Clustering and Bayesian Inference