Microsoft launched the best course on Generative AI.
Artificial intelligence holds immense promise for transforming work, but also poses risks if training and reskilling isn't taken seriously.
Learn the basics of building Generative AI applications with our comprehensive 18-lesson course by Microsoft Cloud Advocates. Each lesson covers a key aspect of Generative AI principles and application development. Throughout this course, you will build your own Generative AI startup to gain an understanding of the requirements for launching your ideas.
Microsoft Cloud Advocates have created an incredible 18-lesson course that demystifies the fundamentals of building Generative AI applications. Whether you’re a beginner or have some experience, this course has something for everyone.
What sets this course apart is its comprehensive approach. It covers a wide range of topics, from understanding the basics of Generative AI and Large Language Models (LLMs) to hands-on coding lessons in both Python and TypeScript. Each lesson is designed to be self-contained, allowing you to dive into the topics that interest you the most.
The course includes the following lessons:
- Course Setup
- Introduction to Generative AI and LLMs
- Exploring and comparing different LLMs
- Using Generative AI Responsibly
- Understanding Prompt Engineering Fundamentals
- Creating Advanced Prompts
- Building Text Generation Applications
- Building Chat Applications
- Building Search Apps Vector Databases
- Building Image Generation Applications
- Building Low Code AI Applications
- Integrating External Applications with Function Calling
- Designing UX for AI Applications
- Securing Your Generative AI Applications
- The Generative AI Application Lifecycle
- Retrieval Augmented Generation (RAG) and Vector Databases
- Open Source Models and Hugging Face
- AI Agents
- Fine-Tuning LLMs
One of the key features of this course is its emphasis on responsible AI development. In today’s world, it’s not enough to simply build AI applications; we must do so ethically and responsibly. The course dedicates an entire lesson to this crucial topic, equipping you with the knowledge and best practices to create AI solutions that are not only innovative but also trustworthy.
Recent Blog Posts
Elon Musk Doesn’t Run Six Companies. He Runs One Router.
On Wednesday morning, Andrej Karpathy — the man who taught a generation of engineers to build neural networks — told everyone to stop writing code. Manage the agents that write it, he said. The guy who wrote the playbook just rewrote it. We covered the implications in our Signal/Noise briefing: who builds the Cisco for agents, what happens when agents get wallets, why the Fastenal vending machine is the best metaphor for the AI economy. But the more we pulled on the thread, the more a different question emerged. Not about code. Not about models. About organizations. Specifically: what does a...
Mar 3, 2026Stop Boarding Up the Windows. The Tsunami Is Coming.
There's a popular narrative about AI and jobs right now. It goes something like this: AI is coming for your job. Companies are laying people off. The robots are winning. It's not wrong, exactly. But it's dangerously incomplete — like watching a hurricane through your living room window and thinking the problem is the wind. When a hurricane hits, the first thing you notice is the wind. Trees bending, debris flying, power lines snapping. It's dramatic and visible and it's what every camera crew points at. Then comes the rain — relentless, overwhelming, the kind that makes you question every...
Feb 24, 2026The command line didn’t die. It was waiting.
There's a moment every programmer remembers. Not when they learned to code — that's a different memory, usually involving a textbook and a lot of frustration. I mean the moment when the terminal stopped feeling like a place you visited and started feeling like a place you lived. For me, that moment happened twice. Once in my early twenties, bent over a keyboard writing Bash scripts, watching the Unix command line respond to me like a conversation. And then again, exactly one year ago, when I typed my first prompt into Claude Code and felt that same electricity — something on...