IBM SPSS Modeler: Modeler’s New R Nodes
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IBM SPSS Modeler is a data mining workbench that allows you to build predictive models quickly and intuitively without programming. Analysts typically use SPSS Modeler to analyze data by mining historical data and then deploying models to generate predictions for recent (or even real-time) data.
Overview: Modeler's New R Nodes is a series of self-paced videos. This course is divided into four parts:
·What are the new Modeler R Nodes and why are they an exciting addition?
·What is R and what are some of the best ways to learn more about it?
·Adding new graphics capability with R
·Adding new statistics capability with R
We discuss one of the exiting new features of Modeler 16. We show some R functionality in the R environment itself, but the seminar will culminate in the demonstration of R capabilites in a Modeler stream. Advice will be given on how best to develop more skills in this area, but you will have some working knowledge from these videos alone.
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|Section 1: Modeler's New R Nodes Seminar|
The Organization of the Seminar
Overview of the R Integration Package
Application Example- A Weather ‘Source Node’
Writing the R Code to do GeoCoding in Modeler
Building your own Custom R Node
Building your own Modeling Node- Random Forests
The R model building syntax
The R scoring syntax
Reviewing the Model Results
Building a Dialog for Random Forests
Does Modeler treat an R Model like any other Model
String Distance DemonstrationPreview
Iterative Neural Net Forecasts DemontrationPreview
Questions about Writing the Neural Net Forecast Node
Getting Started with R and Modeler
Getting familiar with R using R Studio
Basic Grammar and Commands in R
Matrices, Data Frames, and Models
Summary Statistics and GGPlot2
Cbind() and Apply()
I have been the Business Analytics Training Manager at QueBIT Consulting since 2006. I am a certified technical trainer and am certified in IBM Cognos products. I can assist you with coordinating a specific training program that will meet your organization's specific educational goals. In addition, I also provide training in:
QueBIT's training program is unique because we can tailor our material to your application and make sure we cover the concepts important to you and your personnel. We don't only teach you how to use the solution, but also guide you with proven best practices and tips and instruct you on how to problem solve issues enabling you to become self-sufficient with the tool.
Prior to joining QueBIT, I was a Financial Performance Instructor for Cognos Corporation. During my seven year tenure, I also became a third-level support specialist for Cognos Finance and Cognos Planning.