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The PEGAPCDS86V1 exam consists of 60 multiple-choice questions and must be completed within 90 minutes. To pass the exam, candidates must score at least 65%. PEGAPCDS86V1 exam is available in English and can be taken at any Pearson VUE testing center or online from a remote location.
Reference: https://academy.pega.com/exam/pega-certified-data-scientist-1
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The PEGAPCDS86V1 exam is designed by Pegasystems Inc, a renowned digital transformation company that provides Business Process Management (BPM) solutions to many large business organizations worldwide. PEGAPCDS86V1 exam focuses on the Pega Platform, which is a unified platform that enables developers and data scientists to develop, deploy and manage various data-driven applications.
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The PEGAPCDS86V1 Exam covers several important topics, such as data preparation, design, and deployment of predictive models within Pega CRM, evaluation of data analysis results, data lifecycle management, and the theory and application of commonly used data analysis methods. It is essential to have a strong mathematical background and understand programming languages such as Python or R.
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pega Predictive Modeler | 28% | - Building and training predictive models - Importing PMML and external models - Adaptive Decision Manager (ADM) configuration |
| Topic 2: Analytics & Business Application | 12% | - Creating analytical reports and dashboards - Translating insights to business outcomes |
| Topic 3: Model Deployment & Monitoring | 18% | - Governance and bias detection - Performance tracking and retraining - Integrating models into decision strategies |
| Topic 4: Data Preparation & Management | 22% | - Handling missing values and imbalanced data - Data exploration and transformation - Feature engineering and selection |
| Topic 5: Data Science Fundamentals | 20% | - Model evaluation metrics (AUC, lift, accuracy) - Data requirements and statistical basics - Predictive and adaptive analytics concepts |
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