DOE Learn Ressourceshere some usefull links for getting started with DOE:
DOE Intro Kit (free e-learning)
JMP 15 Documentation - Intro to DOE (read)
STIPS - Design of Experiment (free e-learning)
"Essentials of Designing Experiments using JMP" (free on demand webinar)