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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Building Techniques | - Association and sequence modeling - Clustering and segmentation methods - Classification and regression models |
| Model Evaluation and Deployment | - Model validation and performance evaluation - Deployment of predictive models - Model comparison and selection |
| Advanced SPSS Modeler Features | - Integration with IBM analytics ecosystem - Stream optimization and performance tuning - Automated modeling (Auto Classifier, Auto Numeric) |
| SPSS Modeler Fundamentals | - Introduction to IBM SPSS Modeler environment - Data stream and project structure - Data import and preparation basics |
| Data Preparation and Transformation | - Field derivation and manipulation techniques - Data transformation and feature engineering - Data cleaning and handling missing values |
IBM SPSS Modeler Professional v2 Sample Questions:
Which of the following is the biggest advantage of using a data cache?
- A. Integrating the modified data with the original data source
- B. Creating reports or doing other analyses with other software
- C. Using the prepared data file more efficiently
- D. Applying modifications to new data more easily
Correct Answer: C 🗳️
True or false: business objectives are the origin & every data mining solution.
- A. True
- B. False
Correct Answer: A 🗳️
As a default, the Evaluation node provides a graph of the first category of your target field. To change the category, you need to modify which section?
- A. User defined score
- B. User defined hit
- C. Export results to file
- D. Include business rule
Correct Answer: B 🗳️
The Anomaly node is on which palette or menu group?
- A. Output
- B. Record Ops
- C. Modeling
- D. Field Ops
Correct Answer: C 🗳️
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
Correct Answer: A,D 🗳️
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