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The DP-100 exam covers various topics related to data science, including designing and implementing data ingestion and processing solutions, designing and implementing machine learning models, designing and implementing data storage solutions, and designing and implementing data visualization solutions. DP-100 exam also evaluates the candidate's knowledge of Azure services such as Azure Machine Learning, Azure Databricks, Azure Stream Analytics, and Azure Data Factory.
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Microsoft DP-100 (Designing and Implementing a Data Science Solution on Azure) Certification Exam is an ideal certification for individuals who want to design and implement data science solutions using various Azure services. Designing and Implementing a Data Science Solution on Azure certification is designed to assess the candidates' knowledge and skills in implementing Azure-based data solutions, including data storage, processing, analysis, and visualization.
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The DP-100 exam includes various topics related to data science, such as data exploration, data preparation, data modeling, machine learning, and data visualization. DP-100 exam also tests the candidate's knowledge of Azure services that are used for data solutions, such as Azure Machine Learning, Azure Data Factory, Azure Stream Analytics, and Azure Databricks. DP-100 exam format includes multiple-choice questions, case studies, and practical exercises.
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
| Section | Objectives |
|---|---|
| Train machine learning models | - Train models using Azure Machine Learning - Tune hyperparameters and evaluate models |
| 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 |
| Deploy and consume models | - Deploy models to endpoints - Monitor deployed models and endpoints |
| 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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