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Reference: https://academy.pega.com/exam/pega-certified-data-scientist
The PEGAPCDS80V1_2020 certification exam is a comprehensive test that covers a wide range of topics related to data science and the Pega Platform. PEGAPCDS80V1_2020 exam is designed to evaluate a candidate's ability to apply data mining and statistical modeling techniques to real-world problems. It also tests a candidate's proficiency in using Pega's predictive analytics tools and technologies to build and deploy predictive models.
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Pegasystems PEGAPCDS80V1_2020 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Text Analytics | 10% | - Applying text analytics in decision strategies - Text analytics concepts and NLP basics - Use cases such as email routing and interaction analysis |
| Topic 2: Predictive Analytics | 22% | - Fundamentals of predictive models - Using Prediction Studio - Integrating third-party predictive models - Building and evaluating predictive models |
| Topic 3: Next-Best-Action | 8% | - Introduction to Pega for data scientists - Next-Best-Action paradigm concepts |
| Topic 4: Decision Strategies | 26% | - Building and simulating decision strategies - Arbitrating and prioritizing customer actions - Understanding decisioning logic |
| Topic 5: Adaptive Analytics | 34% | - Monitoring and tuning adaptive models - Quantifying business impact of machine learning - Real-time adaptive learning - Adaptive model fundamentals |
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