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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
| Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. 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 list of valid categories
B) The output of an expert survey
C) A list of business rules
D) A sentiment analysis model
2. A company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible. Your advice is to use a Monte Carlo data set.
The Monte Carlo method________________
A) enables the company to generate random data for most of its application needs
B) combines external data sets into a larger data set
C) generates data that the company can use as input for adaptive decisioning
D) makes the organisation's live data accessible
3. What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?
A) Mobility
B) Relevancy
C) Service
D) Fraud
4. Which property is automatically recomputed for each decision component?
A) Rank
B) Propensity
C) Priority
D) Order
5. Which component(s) do you use to calculate the average margin of four actions?
A) one Set Property component
B) one Group By component
C) four Group By components
D) four Set Property components
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: D |
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