Packt Publishing – IBM SPSS Modeler Essentials
English | Size: 1.31 GB
Category: CBTs
Master various techniques in IBM SPSS Modeler to perform efficient analytics on your data
This video takes a detailed, step-by-step approach to data mining with IBM SPSS Modeler, from business and data understanding to data preparation, modeling, evaluation, and deployment. Every topic is explained comprehensively, and supported with adequate tips and tricks.
IBM SPSS Modeler enables you to explore data, identify important relationships that you can leverage, and build predictive models quickly, allowing your organization to base its decisions purely on the insights obtained from your data.
With the help of this course, you’ll follow the industry-standard data mining process, gaining new skills at each stage, from loading data to integrating results into everyday business practices. Get a handle on the most efficient ways of extracting data from your own sources, preparing it for exploration and modeling. You will be acquainted with the best methods for building models that will perform well in your workplace.
Go beyond the basics and get the full power of your data mining workbench using IBM SPSS Modeler with this handy tutorial.
What You Will Learn
• Learn about data mining and the CRISP-DM process model
• Become familiar with the IBM SPSS Modeler User Interface
• Import data into the Modeler and assess data quality
• Select the appropriate data and combine data files
• Develop models and learn how to interpret results
• Evaluate your data models efficiently
• Deploy data models to production
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