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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

Section	Objectives
Next-Best-Action Concepts	- Core decisioning principles 1. Understanding the next-best-action paradigm 2. Introducing Pega to data scientists
Pega Process AI	- Process AI fundamentals 1. Creating predictions for fraud detection 2. Using Process AI for case completion predictions
Adaptive Analytics	- Adaptive model usage 1. Predicting customer behaviour using real-time data 2. Monitoring adaptive learning outcomes
Decision Strategies	- Developing and evaluating decision strategies 1. Arbitrating between customer actions 2. Understanding decisioning logic
Text Analytics / NLP	- Leveraging text analytics 1. Using text analytics for email routing 2. Applying NLP outputs within decision strategies
Predictive Analytics	- Creating predictive models 1. Updating predictions with MLOps practices 2. Building predictive analytics models

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

1. In a Prioritize component, the best action can be determined based on the value of

A) Propensity
B) Customer.Income
C) Customer,Value
D) Average Margin

2. When selecting the list of predictors for an adaptive model you should

A) always use numeric type for integer properties
B) select at least one date property
C) consider a wide range of properties
D) select up to a maximum of 500 predictors

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

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

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

5. Which property is automatically recomputed for each decision component?

A) Priority
B) Rank
C) Propensity
D) Order

Solutions:

Question # 1
Answer: C

Question # 2
Answer: D

Question # 3
Answer: D

Question # 4
Answer: B,C

Question # 5
Answer: C