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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Topic 2: Data Preparation | - Data integration and sampling techniques - Handling missing values and outliers - Data cleaning and transformation in SPSS Modeler |
| Topic 3: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 4: Model Building | - Classification and regression models - Clustering techniques - Association and sequence analysis |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which of the following is the biggest advantage of using a data cache?
A) Using the prepared data file more efficiently.
B) Creating reports or doing other analysis with other software.
C) Applying modifications to new data more easily.
D) Integrating the modified data with the original data source.
2. Which key items must be identified before a data mining project is started? (Select all that apply)
A) Available data
B) Data quality problem
C) A business problem or question
D) Available expertise on the data and business
3. In order to make decision Tree models more general, avoid over filtering, and make the trees complex, what would you need to change in the dialogue box? (Select all that apply)
A) Decrease the Minimum records per child branch
B) Increase the Minimum records per child branch
C) Decrease the pruning severity
D) Increase the pruning severity
4. Business objectives are the origin of every data mining solution.
A) False
B) True
5. A Database Export node can be used to write data to more than one database table in the same operation.
A) False
B) True
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B,C | Question # 3 Answer: B,D | Question # 4 Answer: B | Question # 5 Answer: A |
