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Pegasystems Pega Certified Data Scientist (PCDS) 87V1 : PEGAPCDS87V1 Exam
About Pegasystems Pega Certified Data Scientist (PCDS) 87V1 : PEGAPCDS87V1 Exam
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Topic 2: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Topic 3: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 4: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Topic 5: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Question #1
A Text Analyzer performs natural language processing on a piece of text. It then produces a structured output, which can be analyzed using reports.
What type of text analysis does the text analyzer perform?
- A. Word analysis
- B. Word count
- C. Cross reference analysis
- D. Classification
Correct Answer: D 🗳️
Question #2
In a Set Property component, the Rank value is determined by______________.
- A. the sequence in which it appears on the canvas
- B. the order in which the actions are received
- C. the data transform
- D. the default value of the Rank
Correct Answer: D 🗳️
Question #3
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. combines external data sets into a larger data set
- B. makes the organisation's live data accessible
- C. generates data that the company can use as input for adaptive decisioning
- D. enables the company to generate random data for most of its application needs
Correct Answer: D 🗳️
Question #4
As a Data Scientist you want to use a predictive model to detect potential churn for a telco company .
Which three options do you have? (Choose Three)
- A. Use a Google ML model
- B. Create an adaptive self-learning model
- C. Use Pega machine learning to build a model
- D. Create a Text extraction model
- E. Import a third party PMML model
Correct Answer: C,D,E 🗳️
Question #5
Which Adaptive Model output is automatically mapped to a strategy property?
- A. propensity
- B. evidence
- C. performance
- D. score
Correct Answer: B 🗳️
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