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Accurate contents for 100% pass
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Topic 2: Modeling | 20% | - Auto-modeling and ensemble techniques - Classification and regression models - Clustering and segmentation models - Association and sequence models |
| Topic 3: Data Preparation | 20% | - Data integration, merging and appending - Sampling, partitioning and balancing - Filtering, aggregation and refinement - Data transformation and cleaning |
| Topic 4: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 5: Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
| Topic 6: SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Scripting and automation - Node palettes and SuperNodes |
| Topic 7: Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which web node options will remove lines from the graph? (Select all that apply)
A) Decrease the Max records/line
B) Increase the Min records/line
C) Increase the Maximum number of links to display.
2. A Balance node cannot be generated from Distribution node output.
A) True
B) False
3. Which of the following is the biggest advantage of using a data cache?
A) Integrating the modified data with the original data source.
B) Creating reports or doing other analysis with other software.
C) Using the prepared data file more efficiently.
D) Applying modifications to new data more easily.
4. 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) Decrease the pruning severity
C) Increase the pruning severity
D) Increase the Minimum records per child branch
5. In the Logistic node, can a Multinomial Model option be used when the target is flag field?
A) True
B) False
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: C,D | Question # 5 Answer: A |
