IBM SPSS Modeler workshop - from zero to hero

Objective

The objective of this workshop is to build a working machine learning (ML) model in 30 minutes without coding using IBM SPSS Modeler. You’ll build a model that will help to predict the customer churn (customers leaving the company) for a telecommunications company (telco).

In order to run this workshop you must have IBM SPSS Modeler intalled on your computer (PC or Mac). If you don't have a copy of IBM SPSS Modeler, check below

Obtaining a copy of IBM SPSS Modeler

1. Get a 30 day free IBM SPSS Modeler trial version from the IBM website - via IBM Watson Studio Desktop trial
2. IBM SPSS Modeler student edition for students and professors via On the Hub
3. Use the IBM Digital Technical Enablement (DTE) IBM SPSS Modeler virtual environment

This repository contains the following assets for running the workshop

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Workshop setup

1. Open IBM SPSS Modeler om your Mac or PC (or use the virtual environment mentioned above)
2. Download the workbook and the data needed for the workshop
3. Open the workbook (PDF) and follow the steps to complete the workshop

Workshop

The workhop consists of the following steps which are all outlined in the workbook.

1. Connect, merge and augment the data sources
2. Exploratory Data Analyses (EDA)
3. Build the ML model
4. Evaluate and visualize ML model performance
5. Make predictions on a new data set

Once you have completed the workshop the end result will look like the screenshot below.

ENJOY !!!