Operational Research II (IMEN 266)

Course Objectives:

 This course covers some basic modeling tools to handle probabilistic system such as Markov chains, Poisson processes, and continuous-time Markov chains. Conditional probability and conditional expectation are reviewed with some examples. Renewal, queueing and reliability theories will also be considered.

 

Textbook:

Introduction to Probability Models, 11th Edition. Sheldon M. Ross

Statistical Data Mining (IMEN 472)

Course Objectives:

 This course will cover theories and applications of basic (statistical) data mining techniques including regression, classification and unsupervised learning.

 

Textbook:

The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Hastie, T., Tibshirani, R. and Friedman, J.

List of courses taught year by year:

  • Operational Research II : 2019 Fall
  • Statistical Data Mining : 2020 Spring