This workshop will cover many aspects such as: examining the distribution of categorical and continuous fields, audit your data checking data quality and identifying anomalous data, and selecting valid data to develop your predictive models.
Attendees will familiarize themselves with different field level operations to transform and prepare the data for modeling as well as understanding correlation between different continuous fields and then create and use successful models. Additionally students will learn how to develop models to predict business outcomes using different modeling approaches : predictive, clustering and association. Finally students will use different SPSS Modeler capabilities to view the model's predictions in order to increase their understanding and will compare and combine models for evaluation.
The course will end with discussion and demo of some industry case studies.
This workshop will highlight the following products and technologies :
· IBM SPSS Modeler
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