Microsoft Certified: Azure Data Scientist Associate: Complete Guide 2025
DP-100
This certification validates skills in implementing and running machine learning workloads on Microsoft Azure using Azure Machine Learning services and MLOps practices.
Exam Details
Resources
Everything you need to pass
Comprehensive preparation materials for your Microsoft Certified: Azure Data Scientist Associate exam
Exam Content
Exam Domains & Topics
Master these 4 domains to pass your exam
Design and Prepare a Machine Learning Solution
Explore Data and Train Models
Prepare Models for Deployment
Deploy and Monitor Machine Learning Solutions
Who Should Take This Exam?
- Data scientists with experience in Python and machine learning frameworks
- IT professionals transitioning to AI and machine learning roles
- Azure practitioners looking to specialize in data science workloads
- Machine learning engineers seeking cloud platform expertise
Study Timeline
8-12 weeks
Recommended duration
Foundation · Weeks 1-2
Review exam objectives & core concepts
Deep Dive · Weeks 3-6
Study each domain with hands-on labs
Practice & Review · Weeks 7-8
Take practice exams & target weak areas
Career
Career Opportunities
Roles and salary potential for Microsoft Certified: Azure Data Scientist Associate certified professionals
Related Job Titles
$118,000
Average Annual Salary
From the Blog
Related Articles
Guides and insights for Microsoft Certified: Azure Data Scientist Associate professionals
AWS Cloud Practitioner vs AZ-900: Which Entry-Level Cloud Cert Should You Get First in 2026?
Trying to choose between AWS Certified Cloud Practitioner and Microsoft Certified: Azure Fundamentals? This guide compares CLF-C02 and AZ-900 on exam format, difficulty, cost, career value, and the best first move for beginners in 2026.
Azure Certification Salary Guide 2025: What You Can Expect to Earn
Wondering if Azure certifications are worth the investment? This comprehensive guide breaks down real salary data, job outlook, and career paths for Azure certified professionals in 2025—plus practical tips to maximize your earning potential.
AWS vs Azure Certification: Which Certification is Right for You in 2025?
Choosing between AWS and Azure certifications can feel overwhelming. This comprehensive guide breaks down everything you need to know—from salary potential and exam difficulty to career paths—helping you make the right decision for your 2025 career goals.
Prerequisites
Working knowledge of Python programming language Understanding of machine learning concepts and frameworks like scikit-learn, PyTorch, or TensorFlow Familiarity with Azure fundamentals (Azure Fundamentals certification recommended) Experience with data preparation and feature engineering
Microsoft Certified: Azure Data Scientist Associate FAQs
Common questions about the DP-100 certification exam
The Azure Data Scientist Associate certification validates your ability to apply data science and machine learning techniques to implement and run machine learning workloads on Azure. It demonstrates proficiency in Azure Machine Learning service, MLOps practices, and managing the complete machine learning lifecycle in Azure.
The DP-100 exam is considered intermediate difficulty and requires hands-on experience with Azure Machine Learning services. Most candidates find it challenging without practical experience in implementing ML solutions on Azure. Success typically requires 3-6 months of hands-on experience combined with dedicated study of Azure ML services and MLOps practices.
Azure Data Scientists with this certification typically earn between $100,000 and $140,000 annually, with an average salary around $118,000. Compensation varies based on location, years of experience, company size, and additional skills in deep learning, MLOps, and related Azure certifications.
Yes, strong Python programming skills are essential for the DP-100 exam. You should be comfortable with Python libraries like pandas, NumPy, scikit-learn, and Azure ML SDK. The exam includes practical scenarios requiring code interpretation and implementation knowledge.
The Azure Data Scientist Associate certification must be renewed annually. Microsoft requires you to pass a free online renewal assessment within six months before your certification expires. This ensures you stay current with the latest Azure Machine Learning features and best practices.
About the Microsoft Certified: Azure Data Scientist Associate Certification
The Microsoft Certified: Azure Data Scientist Associate (DP-100) is a associate-level certification offered by Microsoft Azure. This certification validates your expertise in cloud computing and is recognized globally by employers seeking qualified professionals. The exam consists of 40-60 questions to be completed in 120 minutes, with a passing score of 700/1000. The exam fee is $165, and the certification is valid for 1 year.
Why Get Microsoft Certified: Azure Data Scientist Associate Certified?
- Career Advancement: Certified professionals earn an average of $118,000 per year. Microsoft Azure-certified professionals are among the most sought-after in the cloud computing industry.
- Industry Recognition: Microsoft Azure certifications are respected worldwide by employers, demonstrating verified competency in cloud computing technologies and practices.
- Skill Validation: The Microsoft Certified: Azure Data Scientist Associate exam rigorously tests your knowledge across 4 domains, ensuring you have the practical skills employers demand.
Microsoft Certified: Azure Data Scientist Associate Exam Format & Details
The DP-100 exam is designed to test both theoretical knowledge and practical application. Candidates are given 120 minutes to complete the exam, which contains approximately 40-60 questions. A score of 700/1000 is required to pass. As an associate-level certification, it requires a solid understanding of the core technologies and some hands-on experience. Prerequisites include: Working knowledge of Python programming language Understanding of machine learning concepts and frameworks like scikit-learn, PyTorch, or TensorFlow Familiarity with Azure fundamentals (Azure Fundamentals certification recommended) Experience with data preparation and feature engineering.
Exam Domains & Topics
The Microsoft Certified: Azure Data Scientist Associate exam covers 4 key domains. Understanding the weight of each domain helps you allocate your study time effectively:
- Design and Prepare a Machine Learning Solution (20% of exam)
- Explore Data and Train Models (35% of exam)
- Prepare Models for Deployment (20% of exam)
- Deploy and Monitor Machine Learning Solutions (25% of exam)
Who Should Take the Microsoft Certified: Azure Data Scientist Associate Exam?
This certification is designed for professionals in the following roles:
- Data scientists with experience in Python and machine learning frameworks
- IT professionals transitioning to AI and machine learning roles
- Azure practitioners looking to specialize in data science workloads
- Machine learning engineers seeking cloud platform expertise
Career Opportunities & Salary
Earning the Microsoft Certified: Azure Data Scientist Associate certification opens doors to roles such as Azure Data Scientist, Machine Learning Engineer, AI Solutions Developer, Data Science Consultant. Certified professionals earn an average salary of $118,000 per year, reflecting the high demand for cloud computing skills in today's job market.
Recertification & Renewal
The Microsoft Certified: Azure Data Scientist Associate certification is valid for 1 year. To maintain your credential, you will need to meet Microsoft Azure's renewal requirements before your certification expires. This may include earning continuing education credits, passing a recertification exam, or earning a higher-level certification.
Exam Registration & Cost
The DP-100 exam costs $165. You can register through Microsoft Azure's official website or an authorized testing center. Most candidates choose between in-person testing at a Pearson VUE or PSI center and online proctored exams taken from home. Be sure to review the exam policies, including identification requirements and prohibited items, before your test date.
How to Prepare for DP-100
We recommend 8-12 weeks of dedicated study time to prepare for the Microsoft Certified: Azure Data Scientist Associate exam. Start by reviewing the official exam objectives, then work through each domain systematically. Regular practice with exam-style questions is essential for building confidence and identifying weak areas. Combine reading with hands-on practice to develop both theoretical knowledge and practical skills.
Hydranode offers comprehensive preparation materials including practice exams, study guides, and free practice tests to help you pass on your first attempt. Our AI-powered practice questions are designed to match the format and difficulty of the actual DP-100 exam, giving you realistic preparation and instant feedback on your performance.