Machine Learning and Statistical Modeling

We offer a series of courses on machine learning and statistical modeling. These courses are based on material developed in an Air Force SBIR Phase II effort and joint research with various institutions and universities in these areas. All necessary training material will be included in the courses including relevant computer codes, templates, and pdf files.

A solid background in undergraduate mathematics, statistics, and computer science or the equivalent is essential. The participant should be familiar with matrix algebra and calculus, concepts such as expectation (mean), variance and standard deviation, random variables, and basic computer programming. Preliminary surveys will determine what level course should be attended first.

The first in the series of courses is:

Course number PGM 01

I. Basic Concepts:

Course numbers PGM 02-05

II-V. Specific Subjects: