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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 2: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 3: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 4: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Topic 5: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Which property is automatically recomputed for each decision component?
- A. Order
- B. Propensity
- C. Priority
- D. Rank
Correct Answer: B 🗳️
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. Create a Text extraction model
- B. Use Pega machine learning to build a model
- C. Import a third party PMML model
- D. Create an adaptive self-learning model
- E. Use a Google ML model
Correct Answer: A,B,C 🗳️
The implementation of Next-Best-Action must involve
- A. inclusion of third party predictive models
- B. defining a prioritization formula using contact policies
- C. defining business issue and group hierarchy
- D. building a product catalog
Correct Answer: C 🗳️
When a new component is added to the strategy canvas, its Rank value will be
- A. 1
- B. Not set
- C. 0
- D. One higher than the current highest Rank
Correct Answer: A 🗳️
A company wants to capture the sentiment of relevant Twitter messages to allow its customer service representatives to concentrate only on the negative messages.
Sentiment refers to the general attitude of the author towards a subject and can be____________.
- A. Absent
- B. Positive
- C. Offensive
- D. Defensive
Correct Answer: B 🗳️
