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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Integration with IBM analytics ecosystem - Stream optimization and performance tuning |
| Topic 2: Model Building Techniques | - Association and sequence modeling - Clustering and segmentation methods - Classification and regression models |
| Topic 3: SPSS Modeler Fundamentals | - Data import and preparation basics - Introduction to IBM SPSS Modeler environment - Data stream and project structure |
| Topic 4: Data Preparation and Transformation | - Data cleaning and handling missing values - Data transformation and feature engineering - Field derivation and manipulation techniques |
| Topic 5: Model Evaluation and Deployment | - Model comparison and selection - Deployment of predictive models - Model validation and performance evaluation |
IBM SPSS Modeler Professional v2 Sample Questions:
1. The Distribution node produces which output? (Choose two.)
A) Table displaying the percentage and count for each category of a field
B) Chart showing the count for each category of a field
C) Summary statistics for a continuous field
D) Chart showing the distribution for a continuous field
2. Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?
A) Export
B) Sources
C) Record Ops
D) Field Ops
3. Which outlier treatment is not available in the Quality tab of the Data Audit output?
A) Recode
B) Coerce
C) Nullify
D) Discard
4. In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)
A) Decrease the pruning severity.
B) Increase the pruning severity.
C) Increase the Minimum records per child branch.
D) Decrease the Minimum records per child branch.
5. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Speeds up the processing.
B) Requires fewer observations to create a valid model.
C) Improves the model Silhouette measure.
D) Requires fewer fields to create the model.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: B,C | Question # 5 Answer: A |
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