Welcome to AI-300 · How to Design a Machine Learning Training Solution

AI-300 is about operationalizing ML and generative AI.
It moves from building models to running AI in production.
Delivered by Microsoft technical trainers.

Focus	Meaning
Operationalize	Make models production-ready
ML	Trained predictive models
GenAI	Generative AI solutions

Do this in your own tools, step by step. Ticks are saved on this device.

Write what 'production-ready' means for your team.
List one model you'd like to operationalize.
Note its current blockers.

What is AI-300 about?

Operationalizing ML and GenAI solutions.

What's the shift?

From building models to running AI in production.

0:00 I'm Barbara Andrews, a Microsoft Technical Trainer here at Microsoft, specializing in data and AI, and I'm excited to guide you on this journey from experimentation to real-world impact. In this course, you'll move beyond building models to truly operationalizing AI, learning how to deploy, monitor, scale, and govern machine learning and generative AI solutions with confidence using Azure. Through hands on demos and practical scenarios, we'll -- you'll see how production-ready AI powers real business outcomes, whether you're detecting fraud, personalizing customer experiences, or safely deploying generative AI at scale.

0:48 Let's get started and turn your AI ideas into reliable, secure, and value-driven solutions. Before we dive in, let's set the stage for what you'll walk away with from AI-300.