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Pegasystems PEGACPDS88V1 (Certified Pega Data Scientist 88V1) Certification Exam is designed for data scientists who want to validate their knowledge and skills in using Pega's data science tools and techniques. Pega is a leading provider of customer engagement and digital process automation solutions, and its data science tools enable organizations to leverage their data assets to make better business decisions. Certified Pega Data Scientist 88V1 certification exam covers a range of topics, including data analysis and modeling, machine learning, data visualization, and predictive analytics.
The PEGACPDS88V1 certification exam covers a range of topics, including data preparation, feature engineering, model selection, and model evaluation. Candidates are expected to have a strong understanding of statistical concepts, machine learning algorithms, and data visualization techniques. They must also be familiar with Pega's tools for data exploration, data ingestion, and data transformation.
Reference: https://academy.pega.com/exam/certified-pega-data-scientist-3
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Pegasystems PEGACPDS88V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Governance & Process AI | 4% | - Predicting SLA and fraud risks - Ethics and fairness in AI models - Model governance and compliance |
| Decision Strategies & Prediction Patterns | 16% | - Combining predictions in strategies - Defining reusable prediction patterns - Designing decision logic - Arbitration and prioritization |
| Pega NLP & Text Analytics | 12% | - NLP overview and use cases - Entity extraction and sentiment analysis - Text analysis for routing and classification |
| Adaptive Analytics | 36% | - Model refresh and learning settings - Exporting and interpreting model data - Monitoring and analyzing model performance - Adaptive model concepts and architecture |
| Predictive Analytics | 32% | - MLOps and model lifecycle management - Third-party model integration - Model validation and scoring - Building and importing predictive models |
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