C2090-930 IBM SPSS Modeler Professional V3 Practice Exam
C2090-930 IBM SPSS Modeler Professional V3
About IBM SPSS Modeler Professional v3 Exam
This test will certify that the successful candidate has the fundamental knowledge to participate as an effective team member in the implementation of IBM SPSS Modeler Professional analytics solutions.
Prerequisite for the exam
• Database and ODBC concepts
• Basic proficiency in statistical concepts
• Knowledge of basic computer programming
1. SPSS Modeler Professional Functionality
• Identify the purpose of each palette
• Describe the use of SuperNodes
• Describe the advantages of SPSS Modeler scripting
2. Business Understanding and Planning
• Describe the CRISP-DM process
• Describe how to map business objectives to data mining goals
3. Data Understanding
• Describe appropriate nodes for summary statistics, distributions, and visualizations (for example, graph nodes, output nodes)
• Describe data quality issues (for example, outliers and missing data)
4. Data Preparation
• Describe methods for data transformation (for example, Derive node, Auto Data Prep node, Data Audit node and Filler node)
• Describe how to integrate data (for example, Merge node and Append node)
• Describe sampling, partitioning, and balancing data (for example, Sample node, Balance node and Partition node)
• Describe methods for refining data (for example, Select node, Filter node and Aggregate node)
• Describe classification models (including GLM and regression)
• Describe segmentation models
• Describe association models
• Describe auto modeling nodes
• Demonstrate how to combine models using the Ensemble node
6. Evaluation and Analysis
• Demonstrate how to interpret SPSS Modeler results (for example, using Evaluation node, Analysis node, and data visualizations)
• Describe how to use model nugget interfaces
• Describe how to use Export nodes (tools for exporting data)
• Identify how to score new data using models
• Identify SPSS Modeler reporting methods
- Exam Name: IBM SPSS Modeler Professional v3
- Exam Code: C2090-930
- Length of Time: 90 Minutes
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