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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Evaluation and Deployment | - Deployment of predictive models - Model comparison and selection - Model validation and performance evaluation |
| SPSS Modeler Fundamentals | - Data stream and project structure - Introduction to IBM SPSS Modeler environment - Data import and preparation basics |
| Data Preparation and Transformation | - Data transformation and feature engineering - Field derivation and manipulation techniques - Data cleaning and handling missing values |
| Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Stream optimization and performance tuning - Integration with IBM analytics ecosystem |
| Model Building Techniques | - Clustering and segmentation methods - Classification and regression models - Association and sequence modeling |
IBM SPSS Modeler Professional v2 Sample Questions:
Question #1
Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)
A. Statistics node
B. Data Audit node
C. Table node
D. Sample node
Question #2
Which statement is correct regarding the Balance node shown below?
A. The "bad profit" category is the smallest group.
B. The sizes of the larger two groups will be reduced to equal the size of the smallest group.
C. The result group sizes will always be the same each time the Balance node is run.
D. The sizes of the first and third groups will be increased.
Question #3
Fields of which measurement type are best suited for a Distribution node? (Choose two.)
A. Nominal
B. Continuous
C. Flag
D. Type less
Question #4
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. Generate...Select Node ("Or").
B. Edit...Select Node ("And").
C. Generate...Select Node ("And").
D. Edit... Select Node ("Or").
Question #5
True or false: missing values can be specified in the Source node used to read the data or in the Type node.
A. True
B. False
Solutions:
| Question #1 Answer: A,B | Question #2 Answer: D | Question #3 Answer: A,C | Question #4 Answer: A | Question #5 Answer: A |
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