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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Building | - Association and sequence analysis - Classification and regression models - Clustering techniques |
| Data Preparation | - Handling missing values and outliers - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler |
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Question 1
Which of the following is the biggest advantage of using a data cache?
A. Creating reports or doing other analysis with other software.
B. Integrating the modified data with the original data source.
C. Applying modifications to new data more easily.
D. Using the prepared data file more efficiently.
Question 2
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A. Statistics node
B. Table node
C. Distribution node
D. Means node
Question 3
What is the function of the Ensemble node?
A. Transferring the existing values to improve accuracy
B. The development of additional fields to improve accuracy
C. None of the above
D. Combining models together to produce higher accuracy
Question 4
What is the reason that the three nodes in the following figure have been colored purple?
A. The purple nodes will be executed later.
B. There are multiple type nodes in a row.
C. IBM SPSS Modeler is running out of memory.
D. The purple nodes were pushed back to the database.
Question 5
What are the options for defining outliers in the Data Audit node? (Select all that apply)
A. Interlunar the number
B. Eigen values greater than 1
C. Standard deviation from the mean
D. Values that represent less than 15% of all values
Solutions:
| Question 1 Answer: D | Question 2 Answer: D | Question 3 Answer: D | Question 4 Answer: D | Question 5 Answer: A,C |
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