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| Section | Weight | Objectives |
|---|---|---|
| Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Prediction Studio usage - Importing and validating PMML/external models |
| AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Designing and testing decision strategies - Core decisioning principles |
| Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts |
evidence an assessment of its viability, the Adaptive Model produces three outputs:
Propensity, Performance and
What is evidence in the context of an Adaptive Model?
Correct Answer: C 🗳️
What happens when you increase the performance threshold setting of an Adaptive Model rule?
Correct Answer: D 🗳️
A company wants to capture the sentiment of relevant Twitter messages to allow its customer service representatives to concentrate only on the negative messages.
Sentiment refers to the general attitude of the author towards a subject and can be____________.
Correct Answer: C 🗳️
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___________________. .
Correct Answer: B 🗳️
What is the most accurate description of proactive retention?
Correct Answer: B 🗳️
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