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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 2: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
| Topic 3: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Topic 4: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 5: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. Which property is automatically recomputed for each decision component?
A) Rank
B) Order
C) Propensity
D) Priority
2. U+ Bank has a chat bot to service its customers. When customers initiate a chat, they are asked to describe the issue they would like to resolve. U+ Bank wants to increase customer satisfaction by assigning the support agent from the correct department to help the customer.
As a data scientist, you need to create a model which will predict the correct department based on the customer's input. To do this you build a_______________.
A) Text extraction model
B) Text categorization model
C) Adaptive model
D) Pegs machine learning model
3. The Filter component is used to filter________________,
A) attributes
B) customers
C) adaptive models
D) action
4. Which two factors do you inspect to assess the general health of the adaptive models in Prediction Studio? (Choose Two.)
A) Model transparency
B) Number of decisions
C) Insights
D) Performance of the models
5. When executing a decision strategy, the dotted line arrow in a decision strategy means data is_____________?
A) referenced by the component the arrow points to
B) referenced by the component the arrow originates from
C) copied to the component the arrow points to
D) copied to the component the arrow originates from
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A,D | Question # 5 Answer: A |
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