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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation and Transformation | - Field derivation and manipulation techniques - Data cleaning and handling missing values - Data transformation and feature engineering |
| SPSS Modeler Fundamentals | - Data import and preparation basics - Introduction to IBM SPSS Modeler environment - Data stream and project structure |
| Model Building Techniques | - Classification and regression models - Clustering and segmentation methods - Association and sequence modeling |
| Model Evaluation and Deployment | - Model validation and performance evaluation - Model comparison and selection - Deployment of predictive models |
| Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Stream optimization and performance tuning - Integration with IBM analytics ecosystem |
IBM SPSS Modeler Professional v2 Sample Questions:
1. The Anomaly node is on which palette or menu group?
A) Output
B) Modeling
C) Record Ops
D) Field Ops
2. Given the following Output Table - to create a Select node which includes vehicles from both groups 4 and B, click on 4 and on B (as shown) and select from the menu:
A) Generate...Select Node ("And").
B) Edit...Select Node ("And").
C) Edit... Select Node ("Or").
D) Generate...Select Node ("Or").
3. What is the reason the three nodes in the following figure have been colored purple?
A) BM SPSS Modeler is running out of memory.
B) The purple nodes will be executed later.
C) The purple nodes were pushed back to the database.
D) There are multiple Type nodes in a row.
4. The Feature Selection node is used for what reasons? (Choose two.)
A) Selects the best input fields for model.
B) Screens input fields for problems such as missing data.
C) Ranks the models by importance.
D) Selects the best fitting model.
5. Which Source node would you use to read text from a free-field (delimited) text file?
A) Var. File node
B) Enterprise View node
C) Data Collection node
D) Fixed File node
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A,B | Question # 5 Answer: A |
