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| Section | Objectives |
|---|---|
| Topic 1: Model Building | - Clustering techniques - Classification and regression models - Association and sequence analysis |
| Topic 2: Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Topic 3: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Topic 4: Data Preparation | - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers |
Question 1
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A. Statistics node
B. Means node
C. Table node
D. Distribution node
Question 2
The Anomaly node is on which parameter or menu group?
A. Modeling
B. Field Ops
C. Record Ops
D. Output
Question 3
Which of the following is the biggest advantage of using a data cache?
A. Applying modifications to new data more easily.
B. Integrating the modified data with the original data source.
C. Creating reports or doing other analysis with other software.
D. Using the prepared data file more efficiently.
Question 4
Business objectives are the origin of every data mining solution.
A. True
B. False
Question 5
Which mode is not available In the Auto Numeric node?
A. Neural Net
B. Logistic
C. Regression
D. Chaid
Solutions:
| Question 1 Answer: B | Question 2 Answer: A | Question 3 Answer: D | Question 4 Answer: A | Question 5 Answer: A |
IBM SPSS Modeler - Business Partner Data Analyst Associate Exam
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