Learn how Data Mining improves your business.
Become a SPSS Modeler Professional – Read the Book!
Learn how to use IBM’s SPSS Modeler
This book helps users to become familiar with a wide range of statistical concepts and apply them to concrete datasets. After a short statistical overview of how the procedures work and what assumptions to keep in mind, step-by-step procedures show how to find the solutions.
IBM’s SPSS Modeler Overview helps to easily apply data mining algorithms to huge data sets.
How to get started
IBM’s SPSS Modeler helps to easily apply data mining algorithms to huge data sets.
Easy to read based on the standardised chapter structure. Each example includes step-by-step explanations. More than 90 exercises with detailed solutions.
All datasets are provided as downloads and explained in detail. Template streams help the reader focus on the interesting parts of the stream and leave out recurring tasks.
Hundreds of screenshots are included, to ensure successful application of the algorithms to the datasets.
Not convinced yet?
Based on the understanding of the business objectives the necessary datasets are collected.
Data exploration, preparation and cleaning based on the professional understanding gaining the reliablity of the results.
Based on the understanding of the data detailed models for associations, clustering or predictions can be build.
Using the model in practise leads to concrete results,e.g., to optimized process quality and to options to improve the model itself.
Pages
Exercises and detailed solutions
Streams, Datasets and Scripts
Figures and Screenshots