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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 2: Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Topic 3: Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models - Prediction Studio usage |
| Topic 4: Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Designing and testing decision strategies - Arbitration and prioritization logic |
| Topic 5: Adaptive Analytics | 28% | - Configuring and tuning predictors - Model performance monitoring and diagnostics - Adaptive Decision Manager (ADM) concepts |
| Topic 6: Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
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. Multiply
- C. Divide
- D. True if Some
Correct Answer: A 🗳️
Many companies already use third-part predictive models and want to reuse these assets in the Pega Decision Management tandscape.
Which decision component allows you to use a third-party Credit Risk Model 80% of the time and a Pega Credit Risk Model 20%?
- A. Filter
- B. Switch
- C. Champion Challenger
- D. Adaptive Model
Correct Answer: D 🗳️
A company uses a Monte Carlo data set containing customer information for testing. They want to extend the data model to include all credit card product usage data. Customers may have multiple cards.
To extend the customer data model with the credit card product usage data, you need to______________..
- A. add a Group
- B. add a Field
- C. create a Provider
- D. merge customer and credit card data
Correct Answer: D 🗳️
A company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible. Your advice is to use a Monte Carlo data set.
The Monte Carlo method________________
- A. combines external data sets into a larger data set
- B. enables the company to generate random data for most of its application needs
- C. makes the organisation's live data accessible
- D. generates data that the company can use as input for adaptive decisioning
Correct Answer: B 🗳️
In a decision strategy, in order to select the proposition with the highest propensity, you use a
- A. Priorities component, and sort propensity from lowest to highest
- B. Switch component, and sort propensity from highest to lowest
- C. Priorities component, and sort propensity from highest to lowest
- D. Switch component, and sort propensity from lowest to highest
Correct Answer: C 🗳️
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