Study Guide: Designing and Implementing a Data Science Solution on Azure (DP-100)

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brown9804

Last updated: 2025-08-05

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Note

The questions and answers provided in this study guide are for practice purposes only and are not official practice questions. They are intended to help you prepare for the DP-900 Microsoft certification exam. For additional preparation materials and the most up-to-date information, please refer to the official Microsoft documentation.

List of References (Click to expand)

• Azure OpenAI in Azure AI Foundry Models quotas and limits
• Deployment types for Azure AI Foundry Models
• Use Azure AI services with SynapseML in Microsoft Fabric
• Plan and manage costs for Azure AI Foundry
• Troubleshooting and best practices for Azure OpenAI On Your Data

Content

• Design and Prepare Machine Learning Solutions
• Explore Data and Run Experiments
• Train and Deploy Models
• Optimize Language Models for AI Applications

Skills measured

• Design and prepare a machine learning solution
• Explore data, and run experiments
• Train and deploy models
• Optimize language models for AI applications

Tip

Check out Certification poster

Refresh Date: 2025-08-05