AZ-900 vs AI-900 vs DP-900 Certification Guide 2026: Exam Objectives, Skills Measured, Study Plan & Practice Resources
Microsoft offers several entry-level certifications for professionals beginning their cloud and data careers. Among the most popular are AZ-900 (Microsoft Azure Fundamentals), AI-900 (Microsoft Azure AI Fundamentals), and DP-900 (Microsoft Azure Data Fundamentals).
Choosing the right certification depends on your career goals. Whether you want to become a cloud administrator, AI engineer, or data professional, understanding the differences between these exams is essential.
This guide compares AZ-900, AI-900, and DP-900, covering exam objectives, skills measured, study plans, preparation resources, and career opportunities to help you select the certification that best aligns with your interests.
AZ-900: Microsoft Azure Fundamentals
AZ-900 introduces core cloud concepts and Microsoft Azure services. It is ideal for beginners who want to understand cloud computing, Azure architecture, pricing, governance, security, and compliance.
Best For
- Beginners
- Students
- Cloud enthusiasts
- IT support professionals
- Sales and non-technical roles
AI-900: Microsoft Azure AI Fundamentals
AI-900 focuses on artificial intelligence concepts and Azure AI services. It covers machine learning, computer vision, natural language processing, generative AI, and responsible AI.
Best For
- AI beginners
- Developers
- Data enthusiasts
- Students
- AI solution consultants
DP-900: Microsoft Azure Data Fundamentals
DP-900 introduces core data concepts, relational and non-relational databases, analytics, and Azure data services.
Best For
- Database beginners
- Data analysts
- Data engineers
- SQL professionals
- Business intelligence professionals
Exam Objectives
AZ-900 Exam Objectives
- Cloud Concepts
- Azure Architecture
- Azure Compute Services
- Networking
- Storage
- Identity & Security
- Governance
- Pricing
- Service Level Agreements (SLAs)
AI-900 Exam Objectives
- AI Workloads
- Machine Learning
- Computer Vision
- Natural Language Processing
- Conversational AI
- Generative AI
- Responsible AI
- Azure AI Services
DP-900 Exam Objectives
- Core Data Concepts
- Relational Databases
- Non-relational Databases
- Data Analytics
- Azure SQL
- Azure Cosmos DB
- Azure Synapse Analytics
- Microsoft Fabric (where applicable)
Skills Measured
- Understand cloud computing
- Deploy Azure resources
- Manage Azure services
- Understand Azure pricing
- Security and compliance basics
- AI fundamentals
- Machine learning concepts
- NLP basics
- Computer Vision
- Azure AI services
- Responsible AI
- Database concepts
- Data storage
- Data processing
- Azure database services
- Analytics workloads
- Data governance fundamentals
Syllabus Comparison
- Cloud Concepts
- Azure Core Services
- Networking
- Storage
- Identity
- Security
- Governance
- Cost Management
- AI Fundamentals
- Machine Learning
- Computer Vision
- NLP
- Conversational AI
- Azure AI Services
- Responsible AI
- Data Concepts
- Relational Data
- Non-relational Data
- Azure SQL
- Cosmos DB
- Data Analytics
- Data Warehousing
4-Week Study Plan
Week 1
- Microsoft Learn fundamentals
- Understand certification objectives
- Learn Azure basics
Week 2
- Complete official learning paths
- Watch video tutorials
- Practice hands-on labs
Week 3
- Review difficult topics
- Complete quizzes
- Build Azure lab experience
Week 4
- Attempt mock tests
- Revise notes
- Solve practice questions
- Focus on weak areas
Best Learning Resources
Official Resources
- Microsoft Learn
- Microsoft Documentation
- Microsoft Learn Sandbox
Video Courses
- Microsoft Learn Videos
- LinkedIn Learning
- Udemy
- Coursera
Practice Labs
- Azure Free Account
- Microsoft Learn Sandbox
- GitHub Labs
Practice Tests
- Microsoft Practice Assessments
- Mock Exams
- Sample Questions
Practice Resources
- Official Microsoft Learn Modules
- Practice Exams
- Mock Tests
- Flashcards
- Azure Hands-on Labs
- GitHub Sample Projects
- Community Discussion Forums
Career Opportunities
- Azure Administrator
- Cloud Support Associate
- Cloud Operations Engineer
- IT Support Engineer
- Azure Sales Specialist
- AI Engineer (Entry Level)
- AI Solution Consultant
- Machine Learning Associate
- AI Support Engineer
- Data Science Intern
- Data Analyst
- Database Administrator
- Data Engineer
- Business Intelligence Analyst
- SQL Developer
Which Certification Should You Choose?
- Choose AZ-900 if:
- You are new to cloud computing.
- You want to learn Microsoft Azure fundamentals.
- You plan to pursue Azure Administrator or Solutions Architect certifications.
- Choose AI-900 if:
- You are interested in artificial intelligence and machine learning.
- You want to build a career in AI or generative AI.
- You plan to pursue advanced Azure AI certifications.
- Choose DP-900 if:
- You enjoy working with databases and analytics.
- You want to become a Data Engineer, Database Administrator, or Data Analyst.
- You plan to pursue advanced Microsoft data certifications.
Final Thoughts
- AZ-900, AI-900, and DP-900 are excellent entry-level Microsoft certifications that provide a strong foundation for careers in cloud computing, artificial intelligence, and data technologies. Select the certification that aligns with your career aspirations, follow a structured study plan, practice with Microsoft Learn, and reinforce your knowledge through hands-on labs and mock exams.
Frequently Asked Questions (FAQs)
What is the difference between AZ-900, AI-900, and DP-900?
- AZ-900 focuses on Microsoft Azure cloud fundamentals, AI-900 covers artificial intelligence concepts and Azure AI services, while DP-900 introduces core data concepts, databases, and Azure data services. Each certification targets a different technology domain.
Which certification is best for beginners?
- All three are beginner-friendly. Choose AZ-900 for cloud computing, AI-900 for artificial intelligence, or DP-900 for data and database fundamentals based on your career interests.
Do I need coding experience for these exams?
- No. None of these certifications require programming experience. They focus on conceptual understanding and basic practical knowledge.
Are there any prerequisites?
- There are no mandatory prerequisites. However, having basic knowledge of cloud computing, AI, or databases can make learning easier.
What skills are measured in AZ-900?
- AZ-900 measures your understanding of cloud concepts, Azure architecture, compute, networking, storage, identity, governance, pricing, and security.
What topics are covered in AI-900?
- AI-900 includes machine learning, computer vision, natural language processing, conversational AI, generative AI, Azure AI services, and responsible AI principles.
What does DP-900 cover?
- DP-900 covers relational and non-relational databases, Azure SQL, Azure Cosmos DB, data analytics, data warehousing, and data governance concepts.
How difficult are these exams?
- All three are considered entry-level certifications. AZ-900 is generally the easiest, while AI-900 and DP-900 may require a basic understanding of AI or database concepts.
What is the passing score?
- Microsoft certification exams typically require a minimum score of 700 out of 1000 to pass.
How long should I prepare?
- Most candidates prepare in 2–6 weeks, depending on prior experience and the amount of time available for study.
Can I take these exams online?
- Yes. Microsoft offers online proctored exams as well as in-person testing at authorized Pearson VUE centers.
What study resources are recommended?
- The best resources include Microsoft Learn learning paths, official documentation, Azure hands-on labs, practice assessments, mock exams, and instructor-led or self-paced courses.
Should I complete AZ-900 before AI-900 or DP-900?
- While it is not required, completing AZ-900 first can help you build a solid understanding of Azure fundamentals before specializing in AI or data.
What jobs can I get after earning these certifications?
- These certifications can help you pursue roles such as Cloud Support Associate, Azure Administrator, AI Engineer (entry level), Data Analyst, Database Administrator, or Data Engineer, depending on the certification and your experience.
Which certification should I choose in 2026?
- This article is designed to target informational search intent while naturally supporting your ClearCatNet practice-test pages through internal links, helping build topical authority for Microsoft Azure certification content.
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- Author: Mitali yadav
- 7/7/2026
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