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Pegasystems PEGAPCDS86V1 (Pega Certified Data Scientist (PCDS) 86V1) exam is designed to validate the skills and knowledge of data scientists in the Pega platform. Pega is a popular software platform used by businesses to automate their processes and improve customer engagement. Passing the PEGAPCDS86V1 exam demonstrates that a data scientist has the necessary skills to use Pega's tools and technologies to analyze data and provide insights that can be used to improve business processes.
Reference: https://academy.pega.com/exam/pega-certified-data-scientist-1
Pegasystems PEGAPCDS86V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Preparation & Management | 22% | - Handling missing values and imbalanced data - Feature engineering and selection - Data exploration and transformation |
| Topic 2: Analytics & Business Application | 12% | - Translating insights to business outcomes - Creating analytical reports and dashboards |
| Topic 3: Pega Predictive Modeler | 28% | - Adaptive Decision Manager (ADM) configuration - Building and training predictive models - Importing PMML and external models |
| Topic 4: Model Deployment & Monitoring | 18% | - Performance tracking and retraining - Governance and bias detection - Integrating models into decision strategies |
| Topic 5: Data Science Fundamentals | 20% | - Predictive and adaptive analytics concepts - Model evaluation metrics (AUC, lift, accuracy) - Data requirements and statistical basics |
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