Course curriculum

  • 1

    Recorded TEAMS Class Sessions (Summer 2024 NPS)

    • Course Prep I

    • Course Prep II

    • Class Session 01 - Levels of Measurement, Design of Experiment, Sampling Methods, Theory Basics

    • Class Session 02 - Probability Theory, Knowns and Unknowns, Bayes Updating

    • Class Session 03 - Probability PDF CDF Time Value of Money NPV ROI IRR

    • Class Session 04 - Correlations

    • Class Session 05 - Z Scores, Probabilities, Confidence Intervals, Hypothesis Testing, Type I-II Errors

    • Class Session 06 - Hypothesis Tests, Tails, T-tests (3 Types)

    • Class Session 07 - F-Test, Covar Box Test, CV Homogeneity, ANOVA MANOVA GLM

    • Class Session 08 - Review ANOVA GLM, Final Project Options, Reliability Basics

    • Class Session 09 - Nonparametrics

    • Class Session 10 - Regression

    • Class Session 11 - Simulation

    • Class 12 - Predictive Modeling and Forecasting

    • Class 13 - Optmization