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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

Section	Objectives
Topic 1: Predictive Analytics	- Creating predictive models 1. Updating predictions with MLOps practices 2. Building predictive analytics models
Topic 2: Pega Process AI	- Process AI fundamentals 1. Creating predictions for fraud detection 2. Using Process AI for case completion predictions
Topic 3: Decision Strategies	- Developing and evaluating decision strategies 1. Arbitrating between customer actions 2. Understanding decisioning logic
Topic 4: Text Analytics / NLP	- Leveraging text analytics 1. Applying NLP outputs within decision strategies 2. Using text analytics for email routing
Topic 5: Next-Best-Action Concepts	- Core decisioning principles 1. Understanding the next-best-action paradigm 2. Introducing Pega to data scientists
Topic 6: Adaptive Analytics	- Adaptive model usage 1. Predicting customer behaviour using real-time data 2. Monitoring adaptive learning outcomes

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

1. When a new component is added to the strategy canvas, its Rank value will be

A) 1
B) 0
C) Not set
D) One higher than the current highest Rank

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

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

3. The decision components used on the strategy canvas can be individually configured Which function is available when configuring the Group By component?

A) Multiply
B) Divide
C) True if Some
D) Average

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

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

5. The implementation of Next-Best-Action must involve

A) defining business issue and group hierarchy
B) building a product catalog
C) inclusion of third party predictive models
D) defining a prioritization formula using contact policies

Solutions:

Question # 1
Answer: A

Question # 2
Answer: D

Question # 3
Answer: D

Question # 4
Answer: A

Question # 5
Answer: A