Microsoft DP-100 Exam : Designing and Implementing a Data Science Solution on Azure

  • Exam Code: DP-100
  • Exam Name: Designing and Implementing a Data Science Solution on Azure
  • Updated: Aug 04, 2026
  • Q & A: 528 Questions and Answers

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The dream of becoming a highly skilled data scientist can turn into a reality with the help of the Microsoft DP-100 exam. This exam tries to impart an associate-level understanding of data science and machine learning with an aim to generate a skilled workforce of data scientists.

Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx

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Obligatory Prerequisites

Officially, there is no prior work-experience or educational expertise related to DP-100 exam. Anyone, willing to make it big in the world of data science, can go for it. However, industry pundits say that beginner-level expertise in concepts like running data experiments and machine learning will make the exam journey a lot more simplified and easy to accomplish.

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Skills Covered

To nail DP-100, you will need to scrutinize the below-mentioned areas:

  • Manage and Optimize Models

    Using automated ML for the optimal model creation, hyperdrive to tune hyperparameters, model management, and knowing the crucial model explainers to interpret models are some of the key topics explained in this portion.

  • Execute Experiments & Train Models

    This objective imparts updated understanding about the concepts like creating models by using Azure ML Designer, custom code modules in Designer, defining a pipeline data flow, and an experiment running by using Azure Machine Learning SDK.

  • Set up Azure ML Workspace

    The first domain gives considerable attention to skills related to the Azure ML workspace. So, the test-takers have a chance to learn about workspace settings, the management of workspace using Azure ML, and registering in addition to maintaining the datastores.

  • Deploy and Consume Models

    The last segment is all about deployment and consumption models. Topics like evaluating compute options, creating production compute targets, batch inferencing pipeline creation, and running this pipeline efficiently are well covered within such a scope.

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Microsoft DP-100 Exam Syllabus Topics:

SectionObjectives
Topic 1: Train machine learning models- Train models using Azure Machine Learning
- Tune hyperparameters and evaluate models
Topic 2: Optimize and manage models- Track experiments and manage model lifecycle
- Improve model performance
Topic 3: Explore and analyze data- Ingest and prepare data for modeling
- Perform exploratory data analysis
Topic 4: Deploy and consume models- Deploy models to endpoints
- Monitor deployed models and endpoints
Topic 5: Design and prepare a machine learning solution- Plan and configure Azure Machine Learning workspace
- Manage compute and data assets
- Select appropriate Azure services for machine learning workloads

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