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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation and Transformation | - Data transformation and feature engineering - Field derivation and manipulation techniques - Data cleaning and handling missing values |
| Topic 2: Model Evaluation and Deployment | - Model validation and performance evaluation - Deployment of predictive models - Model comparison and selection |
| Topic 3: Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Stream optimization and performance tuning - Integration with IBM analytics ecosystem |
| Topic 4: SPSS Modeler Fundamentals | - Data import and preparation basics - Introduction to IBM SPSS Modeler environment - Data stream and project structure |
| Topic 5: Model Building Techniques | - Classification and regression models - Association and sequence modeling - Clustering and segmentation methods |
IBM SPSS Modeler Professional v2 Sample Questions:
Question #1
A histogram chart is used to graph fields of which measurement type?
A. Ordinal
B. Nominal
C. Flag
D. Continuous
Question #2
When using the Algorithm method to replace missing values in Data Audit output, which algorithm is used?
A. Cox Regression
B. 05.0
C. Neural Net
D. C&RT
Question #3
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
Question #4
In Sequence modeling, specifying that IDs are contiguous has which effect?
A. Speeds up the processing.
B. Requires fewer observations to create a valid model.
C. Improves the model Silhouette measure.
D. Requires fewer fields to create the model.
Question #5
Which nodes can be used to replace missing data with valid values? (Choose two.)
A. Filler node
B. Filter node
C. Distribution node
D. Data Audit node
Solutions:
| Question #1 Correct Answer: D | Question #2 Correct Answer: D | Question #3 Correct Answer: A | Question #4 Correct Answer: A | Question #5 Correct Answer: A,D |
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