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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| SPSS Modeler Solutions and Applications | - Business analytics use cases - Applying analytics methodologies |
| Data Understanding and Preparation | - Data exploration and visualization - Data import and data sources - Data cleansing and transformation |
| SPSS Modeler Fundamentals | - Streams, nodes, and palettes - SPSS Modeler interface and navigation |
| Modeling and Analysis | - Model evaluation and deployment - Predictive modeling techniques |
IBM SPSS Modeler Professional v2 Sample Questions:
Which values are available as Field Roles? (Choose three.)
- A. Partition
- B. Input
- C. Target
- D. Nominal
Correct Answer: A,B,C 🗳️
Which statement is correct regarding the Sample node dialog shown below?
- A. It will randomly select exactly 60% of all the records.
- B. It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
- C. It will select every 60th record from the data.
- D. It will always draw the same 60% of the records each time this Sample node is run.
Correct Answer: B 🗳️
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. Increase the Minimum records per child branch.
- B. Decrease the Minimum records per child branch.
- C. Decrease the pruning severity.
- D. Increase the pruning severity.
Correct Answer: A,D 🗳️
The Select node shown below performs which operation?
- A. The expression is incorrect.
- B. Selects respondents whose incomes are exactly 20,000 or 50,000.
- C. Selects respondents whose incomes are between 20,000 and 50,000.
- D. Selects respondents whose incomes are greater than or equal to 20,000 and less than or equal to 50,000.
Correct Answer: A 🗳️
The Distribution node produces which output? (Choose two.)
- A. Summary statistics for a continuous field
- B. Chart showing the distribution for a continuous field
- C. Table displaying the percentage and count for each category of a field
- D. Chart showing the count for each category of a field
Correct Answer: C,D 🗳️
