Pega Certified Data Scientist (PCDS) 87V1: PEGAPCDS87V1 Exam
"Pega Certified Data Scientist (PCDS) 87V1", also known as PEGAPCDS87V1 exam, is a Pegasystems Certification. With the complete collection of questions and answers, PrepAwayPDF has assembled to take you through 50 Q&As to your PEGAPCDS87V1 Exam preparation. In the PEGAPCDS87V1 exam resources, you will cover every field and category in Pega PCDS Certification helping to ready you for your successful Pegasystems Certification.
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Topic 2: Adaptive Analytics | 28% | - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics - Configuring and tuning predictors |
| Topic 3: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 4: Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models - Prediction Studio usage |
| Topic 5: Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| Topic 6: Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Designing and testing decision strategies - Arbitration and prioritization logic |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. You are the Decisioning Consultant on an Al-powered one-to-one Customer Engagement implementation project. You are asked to design the Next-Best-Action prioritization expression that balances the customer needs with the business objectives.
What factors do you consider in the prioritization expression?
A) customer contact rules
B) product compatibility rules
C) business levers
D) product eligibility rules
2. When defining outcomes for an Adaptive Model you must define_________________.
A) positive, negative and neutral behavior values
B) behavior values to be ignored
C) one or more positive behavior values
D) only negative behavior values
3. A company wants to create a data set that includes mock-up customer add Which method is available to populate these fields?
A) Bayesian
B) Propensity
C) Monte Carlo
D) Import
4. 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) Multiply
D) True if Some
5. According to Forrester, it is far more expensive to attract new customers than it is to prevent existing customers from leaving.
Which model type do you use to predict if a customer is likely to churn?
A) Extraction model
B) Predictive model
C) Categorization model
D) Adaptive model
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B |
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