Denver JMP® Users Group Meeting Agenda
Date/Time
Wednesday, December 6, 2017
3:00 – 4:30 pm
Location
Medtronic Corporate Campus
6135 Gunbarrel Ave.
Medtronic Surgical Solutions - Building 6 - Garden of the Gods conference room
Boulder, CO 80301
AGENDA
3:00 p.m. Networking and Coffee
3:15 p.m. Welcome and Introductions
3:20 p.m. JMP User Presentation - Ruth Hummel, Academic Ambassador for JMP Data Analysis Software
The Predictive Modeling Workflow: Denver Housing Data
JMP Pro 13 has many tools to facilitate fitting, validation, comparison, selection and deployment of predictive models. In this talk, I will use local real estate data to illustrate the predictive modeling workflow. We’ll download the data from the web, prepare the data for modeling, explore the data, and generate geographic maps and other rich visualizations. Then, we’ll create a number of predictive models such as multiple linear regression, regression tree, bootstrap (random) forest and boosted tree, neural net, LASSO, and/or Elastic Net. We’ll “publish” models to the Formula Depot, and explore and select the best model(s) using the Prediction Profiler and Model Comparison. Then, we’ll use the Formula Depot to generate scoring code to support the creation of a web application that can calculate housing prices “on the spot.”
4:20 p.m. Closing remarks and next meeting date/location for Denver JMP Users Group
4:30 p.m. Adjournment
