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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
| Topic 2: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Topic 3: Data Preparation | - Data cleansing and transformation - Feature engineering for predictive models |
| Topic 4: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 5: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. What is the most accurate description of proactive retention?
A) Enables business to respond to customers when they contact a call center
B) Simplifies the process of retaining customers
C) Anticipates potential customer churn
D) Enables the business to reduce the number of credit risk customers
2. Which business objective is best suited for the Next-Best-Action approach?
A) Change Management
B) Productivity
C) Growth
D) Employee satisfaction
3. evidence an assessment of its viability, the Adaptive Model produces three outputs:
Propensity, Performance and
What is evidence in the context of an Adaptive Model?
A) The number of statistical bins used to evaluate the response
B) The likelihood of a statistically similar behavior
C) The number of customers who exhibited statistically similar behavior
D) The number of customers who have responded to the modeled offer
4. 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) makes the organisation's live data accessible
C) combines external data sets into a larger data set
D) generates data that the company can use as input for adaptive decisioning
5. 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) The output of an expert survey
B) A list of valid categories
C) A list of business rules
D) A sentiment analysis model
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B |
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