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| Section | Weight | Objectives |
|---|---|---|
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts |
| Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Core decisioning principles - Arbitration and prioritization logic |
| Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Predictive Analytics | 25% | - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models |
1. An online store is interested in increasing its revenues from cross-selling and wants to predict the acceptance rate of the offers presented on their website.
A customer's propensity to accept an offer increases when___________________. .
A) the offer was accepted by similar customers
B) the offer was rejected by similar customers
C) similar offers were accepted by the customer
D) similar offers were rejected by the customer
2. The decision components used on the strategy canvas can be individually configured Which function is available when configuring the Group By component?
A) Average
B) Divide
C) True if Some
D) Multiply
3. The process of importing a third-party predictive model into Pega is_____________?
A) the; same as importing a Pega predictive model
B) to first convert it into the Pega markup language
C) simpler than importing a Pega predictive model
D) similar to importing an adaptive model
4. A Scoring Model allows you to differentiate between
A) Accept, Reject, Maybe Later
B) Good, Bad
C) Good, Bad, Unknown
D) Good, Better, Best
5. What happens when you increase the performance threshold setting of an Adaptive Model rule?
A) The correlation threshold decreases.
B) The number of active predictors increases.
C) The performance of the model is increased.
D) The number of active predictors may decrease.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: B |
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Certified Pega Data Scientist 88V1
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