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Course Descriptions
· Getting Started with SPSS
· Experienced with SPSS
· Analysis and Data Mining
· Survey and Market Research Data Collection

What You Receive

Data Manipulation and Modelling with Clementine

This two-day course is designed for existing users of Clementine interested in improving their data preparation and modelling skills. A brief account of Text Mining is also provided.

Prerequisites

• Basic proficiency in Clementine (at the level of the Introduction to Clementine course).

Overview

This course shows how you can manipulate and transform data, and how this facilitates building and scoring predictive models. The course also uses established data preparation techniques to very briefly illustrate the use of the Text Mining for Clementine add-on product.  The course encompasses a clear definition and account of data mining methodology. The CRISP-DM data mining process is reviewed, and both automation and deployment options are discussed.

• Overview of Data Mining (CRISP-DM)
• Introduction to Data Manipulation
  • Data Audit & Missing value handling
  • Field Derivation, Filling and Reclassification
  • Appending, Merging, Sampling, Aggregation
  • Working with Dates, Offset & Time Series data manipulation
• Introduction to Text Mining for Clementine
• Overview of modelling techniques in Clementine
  • Decision Trees, Neural Networks, Clustering, Association Rules
• Evaluating a model�s performance, comparing models, improving prediction accuracy

SPSS Products Used

• Clementine Version 8.5, Text Mining for Clementine 2.2

Duration & Cost

• 2 days - $1,430 (inc. GST) for a scheduled public training course

Scheduled Dates for 2005

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