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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Understanding and Preparation | - Data exploration and visualization - Data import and data sources - Data cleansing and transformation |
| Topic 2: SPSS Modeler Fundamentals | - Streams, nodes, and palettes - SPSS Modeler interface and navigation |
| Topic 3: Modeling and Analysis | - Predictive modeling techniques - Model evaluation and deployment |
| Topic 4: SPSS Modeler Solutions and Applications | - Business analytics use cases - Applying analytics methodologies |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Which nodes can be used to replace missing data with valid values? (Choose two.)
A) Distribution node
B) Filler node
C) Filter node
D) Data Audit node
2. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Requires fewer fields to create the model.
B) Speeds up the processing.
C) Improves the model Silhouette measure.
D) Requires fewer observations to create a valid model.
3. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
A) None of the above
B) The best model for cases in the training partition to predict the field CHURNED
C) The best current model to predict the field CHURNED
D) The theoretically best model to predict the field CHURNED
4. Which statements are true of the Feature Selection node? (Choose two.)
A) The Input fields can only be continuous measurement.
B) Input fields can be selected on the basis of importance.
C) The Target fields can be either categorical or continuous measurement.
D) When a Target field is not specified then it will create a generalized output.
5. In the Two Step node shown below, what does Standardize numeric fields mean?
A) Eliminate outliers to improve results.
B) Use only the numeric fields that have the same scale.
C) Transform the numeric fields to a scale with a mean of zero and a variance of one.
D) Limit the number of created clusters.
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: B,C | Question # 5 Answer: C |



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