• Exam Code: C2020-010
  • Exam Name: IBM SPSS Modeler Professional v2
  • Certification Provider: IBM
  • Corresponding Certification:IBM Certified Specialist
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IBM C2020-010 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Evaluation- Model Comparison
  • 1. Model selection techniques
    • 2. Cross-validation
      - Model Assessment
      • 1. ROC and lift charts
        • 2. Confusion matrix interpretation
          Topic 2: Model Building- Clustering Techniques
          • 1. Two-step clustering
            • 2. K-means clustering
              - Predictive Modeling
              • 1. Classification models
                • 2. Regression models
                  Topic 3: Data Preparation- Data Transformation
                  • 1. Normalization and standardization
                    • 2. Derived fields creation
                      - Data Integration
                      • 1. Data aggregation
                        • 2. Merge and append operations
                          Topic 4: Deployment and Streams- Model Deployment
                          • 1. Scoring models
                            • 2. Exporting models
                              - SPSS Modeler Streams
                              • 1. Node configuration and management
                                • 2. Stream construction and execution
                                  Topic 5: Data Understanding- Data Exploration
                                  • 1. Data types and structures in SPSS Modeler
                                    • 2. Data profiling and summary statistics
                                      - Data Quality
                                      • 1. Outlier detection
                                        • 2. Missing value analysis

                                          IBM SPSS Modeler Professional v2 Sample Questions:

                                          Which outlier treatment is not available in the Quality tab of the Data Audit output?

                                          • A. Discard
                                          • B. Coerce
                                          • C. Nullify
                                          • D. Recode
                                          Reveal Solution  Discussion  0

                                          Correct Answer: D  🗳️

                                          The Anomaly node is on which palette or menu group?

                                          • A. Modeling
                                          • B. Output
                                          • C. Record Ops
                                          • D. Field Ops
                                          Reveal Solution  Discussion  0

                                          Correct Answer: A  🗳️

                                          Which nodes are best suited for revealing relationships between categorical (nominal, ordinal) fields? (Choose two.)

                                          • A. Means node
                                          • B. Distribution node
                                          • C. Matrix node
                                          • D. Table node
                                          Reveal Solution  Discussion  0

                                          Correct Answer: B,C  🗳️

                                          In Sequence modeling, specifying that IDs are contiguous has which effect?

                                          • A. Improves the model Silhouette measure.
                                          • B. Speeds up the processing.
                                          • C. Requires fewer fields to create the model.
                                          • D. Requires fewer observations to create a valid model.
                                          Reveal Solution  Discussion  0

                                          Correct Answer: B  🗳️

                                          After using the Binning node and Optimal binning method on Debt to income ratio using Previously defaulted as the Supervisor Field. we observe in the Matrix table the following relationship between the binned field and Previously defaulted.

                                          True or false: this relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the Binned field is maximized.

                                          • A. True
                                          • B. False
                                          Reveal Solution  Discussion  0

                                          Correct Answer: A  🗳️

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