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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Topic 2: Model Building | - Classification and regression models - Association and sequence analysis - Clustering techniques |
| Topic 3: Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Topic 4: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
To score new data using an existing model, the user must:
- A. Change the data source and develop a new model for that data.
- B. Change the data source and rename the fields as needed to match the names of the in original file.
- C. Change the data source and rename the fields so they do not match the names of the fields in original file.
- D. Not change the data source and develop a new model for that data.
Answer: D
Which stage of the CRISP-DM (Cross Standard Process for Data Mining) methodology is the most time consuming?
- A. Business Understanding
- B. Evaluation
- C. Modeling
- D. Data Preparation
Answer: D
Which nodes are best suited for revealing relationship between categorical (nominal, ordinal) fields? (Select all that apply)
- A. Means node
- B. Matrix node
- C. Distribution node
- D. Table node
Answer: A,C
Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of following nodes? (Select all that apply)
- A. Data Audit node
- B. Sample node
- C. Table node
- D. Statistics node
Answer: A,B,C,D
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
A histogram chart is used to graph fields of which measurement type?
- A. Nominal
- B. Flag
- C. Continuous
- D. Ordinal
Answer: C
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