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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Prediction Studio usage - Importing and validating PMML/external models |
| Topic 2: Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Core decisioning principles - Designing and testing decision strategies |
| Topic 3: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 4: AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Topic 5: Adaptive Analytics | 28% | - Configuring and tuning predictors - Model performance monitoring and diagnostics - Adaptive Decision Manager (ADM) concepts |
| Topic 6: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
As a Data Scientist you want to use a predictive model to detect potential churn for a telco company .
Which three options do you have? (Choose Three)
- A. Create a Text extraction model
- B. Create an adaptive self-learning model
- C. Import a third party PMML model
- D. Use a Google ML model
- E. Use Pega machine learning to build a model
Correct Answer: A,C,E 🗳️
Which property is automatically recomputed for each decision component?
- A. Propensity
- B. Rank
- C. Order
- D. Priority
Correct Answer: A 🗳️
A contact center application recommends three actions for a customer. The business team wants to know the possible ways in which these actions can be ordered so that the contact center agent can discuss one proposition at a time, starting from the top.
As a strategy designer, if you use a Prioritize component to order the actions, what are your options?
- A. In the order controlled by the contact center agent
- B. In the order in which they are displayed in the strategy canvas
- C. In a random order
- D. In ascending or in descending order based on a numerical value
Correct Answer: A 🗳️
What is the most accurate description of proactive retention?
- A. Simplifies the process of retaining customers
- B. Anticipates potential customer churn
- C. Enables business to respond to customers when they contact a call center
- D. Enables the business to reduce the number of credit risk customers
Correct Answer: B 🗳️
What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?
- A. Fraud
- B. Relevancy
- C. Mobility
- D. Service
Correct Answer: D 🗳️
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