Azure AI Fundamentals
This course will introduce you to the essentials of cloud-scale AI and machine learning services in Azure. You will learn foundational knowledge about the AI environment in the Azure cloud, including how to access cloud services and master AI authoring tools.
Related certification: Azure AI Fundamentals
Technology covered in this course: Azure , Azure Machine Learning , Foundry Tools , Foundry Models
Details
This AI-900 course will get you up to speed on AI basics and Azure's AI services. You'll explore how computer vision, natural language processing, and generative AI actually work, and figure out which Azure tools fit different projects.
You'll pick up machine learning fundamentals, try out services like Azure AI Vision and Azure AI Language, and learn how to build AI responsibly. The self-paced format lets you move through hands-on labs at your own speed, including newer features like the Azure AI Foundry model catalog.
Once you're done, you'll be ready to pass the AI-900 exam and have a solid jumping-off point for more advanced Azure certifications. Whether you prefer videos, instructor-led sessions, or gamified challenges, there's a format that works for you—and the credential can open doors across healthcare, finance, retail, and beyond.
Modules
The AI-900 Certification
The Azure AI Fundamentals (AI-900) certification is designed for individuals who are new to artificial intelligence and Microsoft Azure. This certification assesses foundational knowledge of core AI concepts, machine learning, computer vision, natural language processing, and conversational AI on Azure.
Lesson Preview
In this lesson I demonstrate a python notebook that uses Azure Cognitive Services to detect, analyze and recognize faces in uploaded images.
The lesson covers how to call the Azure Cognitive Services from python code, and use the Azure Face Service to detect, analyze and recognize faces.
What You'll Need To Get Started
To follow along with this course, you do not need to have any special tools or apps installed. You probably already have everything you need:
- A computer running Windows, macOS, or Linux
- A web browser
The course consists of video and text lectures that play directly in your browser. The knowledge quizzes at the end of each chapter also work in your browser and do not require anything else to run.
If you want to experiment in your own private Azure cloud tenant, you'll need an Azure Subscription. You can register for a free subscription here.
Business Case
In 2021, I delivered an online machine learning training for Techionista Academy. The bespoke training included content from the Microsoft AI Fundamentals, AI Engineer Associate and AI Data Scientist Associate courses.
I taught my students the basics of regression, classification and clustering, and took them on a "zero-to-hero" journey from absolute beginner to AI fluency.
In the photo, you can see Microsoft Teams running in the background while my students are building a bike demand prediction model with the Azure Machine Learning Studio pipeline designer and the well-known Washington DC Bike Demand dataset.
What My Students Are Saying
"You are one of the finest teachers I have ever encountered, and I deeply value your contributions."
Ehsan Moradi
"Mark is a really great teacher! His ability to create enthusiasm, connected with talent to explain even complex topics with a simple language, is something that makes his courses unusual."
Michal Stankowski
Have Questions Before You Start?
What exactly do I get when I buy this course?
You get lifetime access to the full training: all lectures, knowledge quizzes and your membership in the online discussion forums.
Is this course beginner-friendly?
Yes! You should be comfortable with basic cloud concepts, but no prior experience with Azure is required.
How am I supported if I get stuck?
You'll get access to a private discussion forum for this course where you can ask questions and share insights. Members also get priority support and access to a private community space.
Can I get access to more courses?
Absolutely. This course is part of a growing library. With the All-Access Membership, you get everything—including future releases—and a curated gold learning path to guide your progress.
How long do I have access?
Forever. When you buy this course, it’s yours for life, including any future updates.
Do I get future updates to this course?
Yes. Any improvements or updates to this course will be included automatically at no extra charge.
Can I enroll my whole team?
Yes. Team and enterprise licenses are available. Contact me for group pricing and custom onboarding options.