Populations, Samples, And Machine Learning. Training. Training Set. Predictive Modeling. Example. This lecture was recorded at Saint Martin’s University in the Fall 2017 term as part of the course ME 315 Instrumentation and Experimental Design (see the course website ). It is the property of the instructor Dr. Rico Picone.