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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Advanced SPSS Modeler Features | - Integration with IBM analytics ecosystem - Stream optimization and performance tuning - Automated modeling (Auto Classifier, Auto Numeric) |
| Model Evaluation and Deployment | - Model validation and performance evaluation - Deployment of predictive models - Model comparison and selection |
| SPSS Modeler Fundamentals | - Data import and preparation basics - Data stream and project structure - Introduction to IBM SPSS Modeler environment |
| Data Preparation and Transformation | - Data transformation and feature engineering - Field derivation and manipulation techniques - Data cleaning and handling missing values |
| Model Building Techniques | - Clustering and segmentation methods - Association and sequence modeling - Classification and regression models |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Given the following Output Table - to create a Select node which includes vehicles from both groups 4 and B, click on 4 and on B (as shown) and select from the menu:
A) Edit...Select Node ("And").
B) Generate...Select Node ("Or").
C) Generate...Select Node ("And").
D) Edit... Select Node ("Or").
2. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
A) None of the above
B) Easter to score
C) Easier interpretation
D) Higher accuracy
3. Which statements are true of the Feature Selection node? (Choose two.)
A) When a Target field is not specified then it will create a generalized output.
B) The Target fields can be either categorical or continuous measurement.
C) The Input fields can only be continuous measurement.
D) Input fields can be selected on the basis of importance.
4. Examine the Matrix table shown below which relates the fields churn (whether a customer will churn) to agecat (Age groups).
Based on the table, which statements are accurate? (Choose two.)
A) 10.768% of those that churn are over 65 years of age.
B) Measured by the Chi-square, this is a weak relationship.
C) 42.283% of the 18-24 year olds will churn.
D) Older age groups are less likely to churn than the younger ages.
5. In the Aggregate node, when you click on Preview button, which statement is true?
A) The Aggregate node does not have a Preview option.
B) The preview will by default be before aggregation but that can be changed.
C) The preview will always be before aggregation.
D) The preview will always be after aggregation.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B,C | Question # 3 Answer: B,D | Question # 4 Answer: C,D | Question # 5 Answer: D |




