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| Section | Weight | Objectives |
|---|---|---|
| Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts |
| Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Arbitration and prioritization logic - Designing and testing decision strategies |
| Predictive Analytics | 25% | - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models |
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
1. The Filter component is used to filter________________,
A) customers
B) adaptive models
C) action
D) attributes
2. Which property is automatically recomputed for each decision component?
A) Propensity
B) Priority
C) Rank
D) Order
3. 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) similar offers were accepted by the customer
B) the offer was accepted by similar customers
C) the offer was rejected by similar customers
D) similar offers were rejected by the customer
4. From two chum models with the similar performance, we choose the one with the________________.
A) highest churn rate
B) most evidence
C) fewest number of predictors
D) highest number of predictors
5. Which data is usually not appropriate to be used as a predictor?
A) Customer zip code
B) Usage data
C) Customer name
D) Historical interaction data
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A |
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