The Terracotta Army.

Data Mining

CSCI 6380 - Data Mining introduces approaches include association and classification rule learning, tree learning, neural network and Bayesian methods, support vector machines, clustering, and ensemble learning.

The recommended textbook is Data Mining: Practical Machine Learning Tools and Techniques by Ian Witten, Eibe Frank, Mark Hall, and Christopher PalĀ (2016).

Naive Bayes
Feb 03
Text Classification with Naive Bayes and NLTK
Feb 09
Gradient Descent and Linear Regression
Feb 11
Logistic Regression
Feb 12