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SPSS IBMSPSSMPRO Exam : IBM SPSS Modeler Professional Certification
About SPSS IBMSPSSMPRO Exam
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation | - Handling missing values and outliers - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler |
| Topic 2: Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Topic 3: Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Topic 4: Model Building | - Classification and regression models - Association and sequence analysis - Clustering techniques |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Examine the Matrix table shown below which relates the field churn (whether a customer will churn) to age cat (age groups).
Based on the table, which statements are accurate? (Select all that apply)
- A. 42.283% of the 18-24 year old will churn.
- B. 1.768% of those that churn are over 65 years of age.
- C. Measured by Chi-square is a weak relationship.
- D. Older age groups are less likely to churn than the younger ages.
In IBM SPSS Modeler modeling nodes, the option to build split models refers to building a separate model for each possible value of input fields that are defined as split role.
- A. True
- B. False
Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?
- A. Initial Data Collection
- B. Producing a project Plan
- C. Determining Business Objectives
- D. Determining Data Mining Goals
A Balance node cannot be generated from Distribution node output.
- A. True
- B. False
As a default, the Evaluation node provides a graph of the first category of your target field.
To change the category, you need to modify which sector?
- A. User defined hit
- B. Export results to file
- C. User defined score
- D. Include business rule
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