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Microsoft DP-100 Exam Reference
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
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Books is another efficient preparation tool. There are several guides available for the Microsoft DP-100 exam but the most popular are listed below:
- Learn How to Pass DP-100: Designing and Implementing a Data Science Solution on Azure Exam: Learn at your fingertips by Rodrezil Publications
- Exam Ref DP-100 Designing and Implementing a Data Science Solution on Azure 1st Edition by Pierstefano Tucci
- Designing and Implementing a Data Science Solution on Azure - Exam Prep: Microsoft Azure DP-100 Certification Exam | Most Unique & Latest Questionnaires by VB Dev
- Designing and Implementing a Data Science Solution on Azure: Prepare for exam DP-100 by Stavros Koureas
- How I Passed DP-100: Designing and Implementing a Data Science Solution on Azure: Sure Shot Certification Tips by Empirical Matt Publications
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Microsoft DP-100 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Deploy and consume models | - Deploy models to endpoints - Monitor deployed models and endpoints |
| Train machine learning models | - Tune hyperparameters and evaluate models - Train models using Azure Machine Learning |
| Design and prepare a machine learning solution | - Select appropriate Azure services for machine learning workloads - Manage compute and data assets - Plan and configure Azure Machine Learning workspace |
| Optimize and manage models | - Track experiments and manage model lifecycle - Improve model performance |
| Explore and analyze data | - Ingest and prepare data for modeling - Perform exploratory data analysis |
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