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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI & Natural Language Processing12%- Sentiment analysis and text processing
- Pega NLP fundamentals
Topic 2: Decision Strategies & Next-Best-Action20%- Arbitration and prioritization logic
- Core decisioning principles
- Designing and testing decision strategies
Topic 3: Pega Process AI10%- Fraud and risk detection models
- Predictive case completion
Topic 4: Predictive Analytics25%- Prediction Studio usage
- Model evaluation metrics (AUC, lift, propensity)
- Importing and validating PMML/external models
Topic 5: Adaptive Analytics28%- Configuring and tuning predictors
- Model performance monitoring and diagnostics
- Adaptive Decision Manager (ADM) concepts
Topic 6: Model Governance & Ethics5%- AI governance framework
- Bias detection and compliance

Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:

1. What are two results of an Adaptive Model? (Choose Two)

A) Propensity
B) Performance
C) Priority
D) Segment


2. The Filter component is used to filter________________,

A) action
B) adaptive models
C) attributes
D) customers


3. The process of importing a third-party predictive model into Pega is_____________?

A) similar to importing an adaptive model
B) the; same as importing a Pega predictive model
C) simpler than importing a Pega predictive model
D) to first convert it into the Pega markup language


4. A Text Analyzer performs natural language processing on a piece of text. It then produces a structured output, which can be analyzed using reports.
What type of text analysis does the text analyzer perform?

A) Classification
B) Word count
C) Cross reference analysis
D) Word analysis


5. When defining outcomes for an Adaptive Model you must define_________________.

A) behavior values to be ignored
B) positive, negative and neutral behavior values
C) only negative behavior values
D) one or more positive behavior values


Solutions:

Question # 1
Answer: A,B
Question # 2
Answer: B
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: C

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