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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

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

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

1. A large online store wants to adapt to changing customer behavior, and at the same time does not want to get earned away by every next hype in the market. Adaptive models can help accomplish both business objectives.
Which statement about adaptive models is correct?

A) Adaptive models require underlying predictive models.
B) Adaptive models are regression models.
C) Adaptive models perform a spectrum model calculation.
D) Adaptive models perform a scoring model calculation.


2. In a decision strategy, in order to select the proposition with the highest propensity, you use a

A) Priorities component, and sort propensity from highest to lowest
B) Switch component, and sort propensity from highest to lowest
C) Priorities component, and sort propensity from lowest to highest
D) Switch component, and sort propensity from lowest to highest


3. A telecom company is interested in improving customer engagement on social media. However, there are hundreds of relevant messages posted every day, and it is not practical for customer service representatives (CSRs) to review and respond to all messages. Instead, CSRs should focus on negative messages.
What do you need to analyze the incoming messages?

A) Text extraction model
B) Predictive model
C) Adaptive model
D) Text categorization model


4. A legal firm wants to use text analytics for easier and faster access to information to help with compliance related issues. The legal firm needs a taxonomy of legal concepts.
What is a taxonomy?

A) A sentiment analysis model
B) The output of an expert survey
C) A list of business rules
D) A list of valid categories


5. The Filter component is used to filter________________,

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


Solutions:

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

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