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SPSS IBMSPSSMPRO Exam Overview:
| Certification Vendor: | IBM |
| Exam Name: | IBM SPSS Modeler Professional Certification Exam |
| Exam Number: | IBMSPSSMPRO |
| Exam Format: | Multiple choice, Scenario-based questions |
| Available Languages: | English |
| Real Exam Qty: | Approximately 60–70 questions |
| Exam Duration: | 90 minutes |
| Related Certifications: | IBM SPSS Modeler Specialist Certification IBM Data Science Certifications |
| Recommended Training: | IBM SPSS Modeler Learning Resources |
| Exam Registration: | IBM Training & Certification Portal |
| Sample Questions: | SPSS IBMSPSSMPRO Sample Questions |
| Exam Way: | Online proctored or authorized test center (varies by region and IBM testing partner) |
| Pre Condition: | No strict prerequisites, but recommended familiarity with data mining concepts and IBM SPSS Modeler software. |
| Official Syllabus URL: | https://www.ibm.com/training/certification |
SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Model Building | - Association and sequence analysis - Classification and regression models - Clustering techniques |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which nodes can be used to replace missing data with valid values? [Select all that apply.)
A) Filler node
B) Data Audit node
C) Filter node
D) Distribution node
2. The Feature Selection node is used for what reasons? (Select all that apply)
A) Screens input fields for problems such as missing data.
B) Selects the best fitting model
C) Ranks the model by importance.
D) Selects the best input fields for model.
3. In two step node shown below, what does standardize numeric fields mean?
A) Use only the numeric fields scale.
B) Transform the numeric fields to a scale with a mean of zero and variance of one.
C) Eliminate outliers to improve results.
D) Limit the number of created clusters.
4. A histogram chart is used to graph fields of which measurement type?
A) Nominal
B) Flag
C) Ordinal
D) Continuous
5. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Requires fewer observations to create a valid model.
B) Improves the model Silhouette measure.
C) Requires fewer fields to create the model
D) Speeds up the processing
Solutions:
| Question # 1 Answer: A,B,C | Question # 2 Answer: A,C | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: D |
By Nathaniel
