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Last Updated: Jul 21, 2026
No. of Questions: 55 Questions & Answers with Testing Engine
Download Limit: Unlimited
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Administration and Troubleshooting | 10% | - Process Engine logs and diagnostics - Performance tuning and monitoring |
| Topic 2: Modeling | 25% | - Model types and Auto Modeling nodes - Supervised and unsupervised learning methods - SQL pushback and performance optimization |
| Topic 3: Data Preparation | 30% | - Type node and data coercion - Merge, Append, and Field operations - Sampling, balancing, and dimensionality reduction - Data cleaning and transformation |
| Topic 4: Business and Data Understanding | 20% | - CRISP-DM methodology and business objectives - Data sources and import using Source nodes - Data visualization and distribution analysis |
| Topic 5: Evaluation and Deployment | 15% | - Model evaluation and comparison - Monitoring deployed models - Export and score new data |
1. 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 section?
A) Include business rule
B) User defined score
C) User defined hit
D) Export results to file
2. The Distribution node produces which output? (Choose two.)
A) Table displaying the percentage and count for each category of a field
B) Summary statistics for a continuous field
C) Chart showing the count for each category of a field
D) Chart showing the distribution for a continuous field
3. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
A) The best model for cases in the training partition to predict the field CHURNED
B) The theoretically best model to predict the field CHURNED
C) None of the above
D) The best current model to predict the field CHURNED
4. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
A) Easier interpretation
B) None of the above
C) Easter to score
D) Higher accuracy
5. Which Source node would you use to read text from a free-field (delimited) text file?
A) Data Collection node
B) Fixed File node
C) Enterprise View node
D) Var. File node
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,C | Question # 3 Answer: B | Question # 4 Answer: A,C | Question # 5 Answer: D |
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