Pegasystems PEGAPCDS86V1 or Pega Certified Data Scientist (PCDS) 86V1 exam is a certification exam designed for professionals who want to validate their knowledge and skills in data science and machine learning. PEGAPCDS86V1 exam covers a wide range of topics related to data science and is designed to test candidates' ability to apply this knowledge to real-world scenarios. Passing the exam requires a solid understanding of the topics covered and the ability to use Pegasystems' software to build and deploy machine learning models.
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The PEGAPCDS86V1 exam consists of 60 multiple-choice questions that candidates must answer within 90 minutes. PEGAPCDS86V1 exam covers a range of topics, including data modeling, data analysis, and predictive modeling. Candidates must achieve a score of 65% or higher to pass the exam and earn their Pega Certified Data Scientist certification.
Reference: https://academy.pega.com/exam/pega-certified-data-scientist-1
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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 Science Fundamentals | 20% | - Model evaluation metrics (AUC, lift, accuracy) - Predictive and adaptive analytics concepts - Data requirements and statistical basics |
| Topic 5: Data Preparation & Management | 22% | - Handling missing values and imbalanced data - Feature engineering and selection - Data exploration and transformation |
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