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Last Updated: Aug 29, 2026
No. of Questions: 73 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Evaluation and Analysis | 15% | - Interpretation and visualization of results - Model performance assessment - Validation methods |
| Topic 2: Deployment | 10% | - Reporting and documentation - Stream export and integration - Scoring new data |
| Topic 3: SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Stream creation and management - Scripting and automation |
| Topic 4: Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Topic 5: Data Preparation | 20% | - Filtering, aggregation and refinement - Sampling, partitioning and balancing - Data integration, merging and appending - Data transformation and cleaning |
| Topic 6: Modeling | 20% | - Association and sequence models - Auto-modeling and ensemble techniques - Clustering and segmentation models - Classification and regression models |
| Topic 7: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
Question 1
A Database Export node can be used to write data to more than one database table in the same operation.
A. True
B. False
Question 2
Which method is not available for imputing missing values in Data Audit output?
A. Expression
B. Random
C. Multiple
D. Fixed
Question 3
Business objectives are the origin of every data mining solution.
A. True
B. False
Question 4
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
Question 5
Examine the output generated by the K-Means clustering model.
Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)
If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?
A. Improve the local calling plan and rates
B. Improve the long distance calling plan and rates.
C. Improve the international calling plan and rates
D. Create a "Pay as You Go" plan (pay only for the minutes you use)
Solutions:
| Question 1 Answer: B | Question 2 Answer: C | Question 3 Answer: A | Question 4 Answer: B | Question 5 Answer: D |
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