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Pegasystems PEGAPCDS86V1 Exam, also known as Pega Certified Data Scientist (PCDS) 86V1, is a certification exam specially designed for data scientists who want to specialize in the Pega Customer Relationship Management (CRM) software. PEGAPCDS86V1 exam tests the candidates' capabilities and skills to apply predictive models and algorithms to Pega CRM data, as well as test and deploy these models in production environments.
Reference: https://academy.pega.com/exam/pega-certified-data-scientist-1
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| Section | Weight | Objectives |
|---|---|---|
| Analytics & Business Application | 12% | - Translating insights to business outcomes - Creating analytical reports and dashboards |
| Pega Predictive Modeler | 28% | - Adaptive Decision Manager (ADM) configuration - Importing PMML and external models - Building and training predictive models |
| Model Deployment & Monitoring | 18% | - Governance and bias detection - Performance tracking and retraining - Integrating models into decision strategies |
| Data Science Fundamentals | 20% | - Data requirements and statistical basics - Predictive and adaptive analytics concepts - Model evaluation metrics (AUC, lift, accuracy) |
| Data Preparation & Management | 22% | - Feature engineering and selection - Data exploration and transformation - Handling missing values and imbalanced data |
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