Microsoft
DP-100 - Microsoft Certified: Azure Data Scientist Associate
Validates skills in using Azure's machine learning services to train, evaluate, and deploy machine learning models. Covers data science methodology, feature engineering, model training, and MLOps practices on Azure.
305+Questions
4Domains
11Competencies
Time Limit
120 minutes
Passing Score
700%
Question Bank
305+
Exam Domains
This exam covers 4 domains with 11 competencies. Each domain is weighted to reflect its importance on the actual exam.
1
Design and Prepare a Machine Learning Solution
This domain focuses on the initial stages of a machine learning project, including designing solutions and setting up the necessary Azure resources.
0.225%
Weight
3 Competencies
- Create and Manage Resources in an Azure Machine Learning Workspace
- Design a Machine Learning Solution
- Create and Manage Assets in an Azure Machine Learning Workspace
2
Explore Data and Run Experiments
This domain covers the exploration of data and execution of experiments to develop machine learning models.
0.225%
Weight
2 Competencies
- Run Experiments
- Explore Data
3
Train and Deploy Models
This domain centers on the training of machine learning models and their deployment into production environments.
0.275%
Weight
2 Competencies
- Deploy Models
- Train Models
4
Optimize Language Models for AI Applications
This domain addresses the optimization of language models to enhance AI applications.
0.275%
Weight
4 Competencies
- Prepare for Model Optimization
- Optimize through Fine-Tuning
- Optimize through Retrieval Augmented Generation (RAG)
- Optimize through Prompt Engineering and Prompt Flow
How to Prepare
ProctorPulse uses AI to generate original practice questions aligned with the official Microsoft exam blueprint.
1
Study the Domains
Review the exam domains and competencies to understand what you need to know.
2
Practice Questions
Take practice exams with 305+ questions covering every domain and competency.
3
Track & Improve
Review explanations, track your scores, and focus on weak areas until you are ready.
