Microsoft Azure AI Fundamentals explained: learn what it covers, how to start learning AI and what you need to know about AI-901.
Artificial intelligence has moved from something people mostly heard about in technology news to a tool being used across education, business, customer service, software development and many other areas. That can make AI an exciting field to explore, but it can also leave beginners wondering where they should start.
If you have never studied artificial intelligence before, Microsoft’s Azure AI Fundamentals learning and certification path provides one possible starting point.
The name can be confusing, particularly because Microsoft has changed the certification exam associated with the fundamentals programme. The older AI-900: Microsoft Azure AI Fundamentals exam was retired on 30 June 2026. The current certification exam is AI-901: Microsoft Azure AI Fundamentals.
This guide explains what Azure AI Fundamentals is, what you can learn, who it is suitable for, what AI-901 involves and how beginners can start learning through Microsoft Learn.
Table of Contents
What Is Microsoft Azure AI Fundamentals?
Microsoft Azure AI Fundamentals is an entry-level certification focused on foundational artificial intelligence concepts and the use of AI technologies in Microsoft’s Azure environment.
Microsoft describes the current certification as being aimed at people at the beginning of their careers in AI solution development. The current AI-901 exam assesses knowledge of AI concepts and capabilities as well as implementing AI solutions using Microsoft Foundry.
In simple terms, the fundamentals path is designed to help learners understand how different AI technologies work and how they can be used to build practical solutions.
It is not necessary to begin by thinking about becoming an advanced AI engineer. For a beginner, the more useful first question is whether you understand the basic concepts and can identify where different AI technologies can be applied.
What Can You Learn Through Azure AI Fundamentals?
The current AI-901 objectives cover several areas of artificial intelligence.
These include:
- Responsible AI
- Machine learning concepts
- Generative AI
- Computer vision
- Natural language processing
- Speech technologies
- Information extraction
- AI agents
- AI models and their configurations
- Microsoft Foundry
The current AI-901 study guide divides the exam into two broad areas: identifying AI concepts and capabilities, and implementing AI solutions using Microsoft Foundry.
This means the current material goes beyond simply learning definitions.
For example, learners may encounter concepts involving how generative AI models work, how AI can analyse text and images, how speech technologies can be used, and how applications can interact with AI models.
Is Microsoft Azure AI Fundamentals Free?
This is an important distinction.
Microsoft Learn provides self-paced learning resources that you can access online, but completing free learning material is not the same thing as earning the Microsoft certification.
The AI-901 certification requires passing the associated exam. Microsoft currently lists the exam at $99 USD, although it notes that pricing depends on the country or region where the exam is taken and that taxes or promotional pricing may affect the final cost.
Therefore, be careful when you see websites describing the entire Microsoft Azure AI Fundamentals certification as a “free certification.”
A more accurate description is that you can use Microsoft’s online learning resources to study at your own pace, while the certification exam is a separate step.
This distinction is useful for anyone trying to learn AI without spending money immediately.
You can begin by exploring the learning material and deciding whether pursuing the certification makes sense for you.
Who Can Learn Azure AI Fundamentals?
The current certification is aimed at people beginning their careers in AI solution development. Microsoft recommends having conceptual knowledge of AI solutions in Azure, some foundational technical skills, knowledge of Python syntax and programming techniques, and familiarity with Azure resources for the current exam.
That does not mean someone has to already be an experienced AI professional before exploring the subject.
If you are a student, graduate, developer or technology professional who wants to understand AI and Azure, the fundamentals material can provide a structured place to begin.
However, there is an important difference between starting the learning journey and being ready to sit the certification exam.
Someone completely new to technology may want to spend more time learning the underlying concepts before attempting AI-901.
Do You Need Programming Experience?
For simply exploring the learning material, you do not need to pretend that you are already an experienced programmer.
However, the current AI-901 exam does expect candidates to have knowledge of Python coding syntax and programming techniques, as well as familiarity with Azure resources.
That is worth knowing before booking the exam.
If you are completely new to programming, you could first spend time learning basic Python and fundamental cloud concepts. This can make the AI material easier to understand and give you a stronger foundation before moving towards certification.
The aim should not be to rush through the material simply to say that you completed a course.
Understanding what you are learning is more valuable.
What Is the AI-901 Exam?
AI-901 is Microsoft’s current Azure AI Fundamentals certification exam.
Microsoft says the exam measures two major areas:
- Identify AI concepts and capabilities — 40–45%
- Implement AI solutions by using Microsoft Foundry — 55–60%
The exam covers areas such as responsible AI, generative AI models, AI workloads, text analysis, speech, computer vision, information extraction and AI applications and agents.
Microsoft currently lists a passing score of 700.
The English version of the exam was also updated on 15 April 2026, so anyone preparing for AI-901 should use the current Microsoft study guide rather than relying on older AI-900 preparation material.
How to Start Learning Microsoft Azure AI Fundamentals
If you want to explore the subject, you can begin with Microsoft’s own learning resources.
Step 1: Start with Microsoft Learn
Microsoft provides online learning material covering Azure and artificial intelligence.
Its current training catalogue includes beginner-level learning paths such as AI concepts for developers and technology professionals and Get started with AI applications and agents on Azure.
Step 2: Learn the fundamentals first
Do not immediately jump into exam preparation if you are still trying to understand basic AI terminology.
Spend time learning concepts such as:
- Machine learning
- Generative AI
- Computer vision
- Natural language processing
- AI models
- Responsible AI
- AI agents
Step 3: Follow the current AI-901 objectives
Once you have a basic understanding, compare your knowledge against Microsoft’s current AI-901 study guide.
This helps you identify areas where you need more practice rather than studying random AI topics that may not be relevant to the certification.
Step 4: Get practical experience
Microsoft recommends training and hands-on experience before taking the exam.
Try to understand how AI concepts work in practical situations rather than memorising definitions.
For example, if you learn about sentiment analysis, think about how a company could use it to analyse customer feedback.
If you learn about computer vision, consider how businesses could use image analysis.
Connecting concepts to real situations can make the material easier to remember.
Step 5: Consider the certification when you are ready
After studying, review Microsoft’s current exam information and practice assessment options before deciding whether to book AI-901.
Do not pay for an exam simply because you have completed a few beginner modules.
Make sure you understand what the exam measures and whether you are adequately prepared.
What Is Microsoft Foundry?
Microsoft Foundry is particularly important in the current AI-901 exam because a significant portion of the assessment focuses on implementing AI solutions using it.
The current study guide includes topics such as deploying models, creating prompts, building lightweight applications, working with AI agents and using AI capabilities for text, speech, computer vision and information extraction.
For someone following older AI-900 tutorials, this is an important reason to check the publication date of any study material.
A video or article created for the retired AI-900 exam may not accurately reflect the current AI-901 objectives.
Can Beginners in South Africa Learn Azure AI?
Yes, someone in South Africa can use Microsoft’s online learning resources to begin studying AI from home.
This can be particularly useful for students and job-seekers who want to explore technology before committing to a longer qualification.
For example, a student studying information technology could use the material as additional learning alongside their formal studies.
A graduate could use it to explore whether artificial intelligence is an area they would like to pursue further.
Someone already working in technology could use the fundamentals material to build a better understanding of AI technologies being introduced into their workplace.
However, learning AI fundamentals should be viewed as one part of a broader skills-development journey, not as a guarantee of employment.
Can Azure AI Fundamentals Help With Your Career?
A certification or course should never be presented as an automatic route to a job.
Completing AI fundamentals training does not guarantee employment, an internship or a specific salary.
What it can do is give you a structured opportunity to develop knowledge in an area that is becoming increasingly relevant across technology-related roles.
You can also use your learning as a starting point for further development.
For example, after learning the fundamentals, you might continue with:
- Python programming
- Cloud computing
- Data analysis
- Machine learning
- Software development
- AI application development
- More advanced Azure certifications
The most useful approach is to treat the fundamentals as a starting point rather than the final destination.
If you’re looking to build more skills beyond artificial intelligence, you can also explore these free online courses with certificates in 2026 to expand your knowledge and strengthen your CV.
How to Add AI Learning to Your CV
If you complete Microsoft Learn modules or earn the official certification, represent them accurately.
Do not write:
Microsoft Certified AI Engineer
unless you actually hold that certification.
Instead, distinguish between training completed and certifications earned.
For example:
Training: Microsoft Learn – AI-related learning modules
or, if you successfully pass the relevant examination:
Certification: Microsoft Certified: Azure AI Fundamentals
You can also mention relevant practical projects if you have built any.
A small project that demonstrates what you learned may give an employer more insight into your abilities than a long list of course names.
What Should You Do After Learning the Fundamentals?
Don’t stop at the certificate or completion badge.
Think about what you want to learn next.
If you enjoy programming, strengthen your Python skills.
If you are interested in cloud technology, explore more Azure services.
If generative AI interests you, learn how AI applications and agents are developed.
If you are interested in data, explore data analysis and machine learning.
You can also begin building small projects that demonstrate your understanding.
The purpose of beginner learning is not simply to collect certificates. It is to discover an area you enjoy and develop skills that you can continue building over time.
Frequently Asked Questions
Is Microsoft Azure AI Fundamentals suitable for beginners?
The certification is designed for people at the beginning of their AI solution development careers, although Microsoft says candidates preparing for AI-901 should have foundational technical knowledge, including Python and familiarity with Azure resources.
Is Microsoft Azure AI Fundamentals free?
Microsoft provides online self-paced learning resources, but the AI-901 certification exam is a separate paid examination. Microsoft currently lists the exam at $99 USD, with pricing dependent on country or region.
What replaced AI-900?
AI-900 was the previous Microsoft Azure AI Fundamentals exam. Microsoft retired it on 30 June 2026. The current exam is AI-901.
What does AI-901 cover?
The current exam covers AI concepts and capabilities and the implementation of AI solutions using Microsoft Foundry. Topics include responsible AI, machine learning, generative AI, computer vision, natural language processing, speech and information extraction.
Do I need to be an AI expert before starting?
No, the certification is aimed at people beginning their careers in AI solution development. However, you should build the technical knowledge required by the current exam before attempting certification.
Can I learn Azure AI without paying for training?
Microsoft provides self-paced learning resources through Microsoft Learn. You can use these resources to build your knowledge before deciding whether you want to pursue the paid certification examination.
Does completing Microsoft Learn training automatically give me the certification?
No. Completing learning material and earning a certification are different things. The Microsoft Certified: Azure AI Fundamentals credential requires the relevant AI-901 examination.
Start With Learning, Then Decide What’s Next
Artificial intelligence can seem complicated when you first encounter terms such as machine learning, generative AI, computer vision and AI agents. The easiest way to make the subject more manageable is to break it into smaller areas and learn them one at a time.
Microsoft’s Azure AI Fundamentals resources provide one structured route for doing that.
For South African students, graduates and technology beginners, the biggest benefit may not be the certificate itself. The learning process can help you understand what AI actually involves and decide whether you want to take your skills further.
If you are interested in the certification, make sure you use the current AI-901 information rather than older AI-900 material. The exam has changed, and Microsoft’s current study guide should be your main reference when preparing.
Start with the learning resources, build your understanding, practise what you learn and only consider the certification once you are confident that you understand the required material.
Official Microsoft resources:
Microsoft Azure AI Fundamentals certification