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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Modeling and Analysis | - Predictive modeling techniques - Model evaluation and deployment |
| Topic 2: SPSS Modeler Fundamentals | - Streams, nodes, and palettes - SPSS Modeler interface and navigation |
| Topic 3: Data Understanding and Preparation | - Data exploration and visualization - Data cleansing and transformation - Data import and data sources |
| Topic 4: SPSS Modeler Solutions and Applications | - Applying analytics methodologies - Business analytics use cases |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A) Means node
B) Statistics node
C) Table node
D) Distribution node
2. Some data mining models such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysts determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could aid with interpretation?
A) Evaluation node
B) Plot node
C) Histogram node
D) Distribution node
3. In the Regression node, which option uses all of the input fields in the model regardless of importance or significance?
A) Forwards
B) Enter
C) Backwards
D) Stepwise
4. Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistencies in the category keys used in both the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:
A) A full outer join.
B) An anti-join.
C) An inner join.
D) A partial outer join.
5. The Anomaly node is on which palette or menu group?
A) Field Ops
B) Record Ops
C) Output
D) Modeling
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: D |







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