IBM SPSS Modeler: Modeler’s New R Nodes

IBM SPSS Modeler Seminar Series

3.11 (9 reviews)
Udemy
platform
English
language
Data Science
category
instructor
167
students
2.5 hours
content
May 2014
last update
$19.99
regular price

What you will learn

Describe the new features and why they are useful

Learn more R through self study

Add new graphics capability in Modeler

Add new statistics capability in Modeler

Description

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.

Content

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 Demonstration
Iterative Neural Net Forecasts Demontration
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()

Screenshots

IBM SPSS Modeler: Modeler’s New R Nodes - Screenshot_01IBM SPSS Modeler: Modeler’s New R Nodes - Screenshot_02IBM SPSS Modeler: Modeler’s New R Nodes - Screenshot_03IBM SPSS Modeler: Modeler’s New R Nodes - Screenshot_04

Reviews

Joseph
April 26, 2016
This was unexpected of the group. It was a webinar hacked apart into chunks with very little editing and marketed as a class. a few times there was no audio for a total of about 2-3 minutes in one of the slide sections. If rough and edgy is fine, you'll still learn something. This is a basic run through simple R and a presentation to give you some exciting ideas about what is possible when R is connected to SPSS.

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226668
udemy ID
5/22/2014
course created date
1/29/2021
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