Hey everyone! I'm diving into Azure AI services and I'm looking for practical tutorials or project ideas that can help me build real-world solutions. I'm focusing on Azure OpenAI, AI Search, Document Intelligence, and I'd love to create an end-to-end Retrieval-Augmented Generation (RAG) pipeline using these services. Ultimately, I want to prepare myself for a transition into roles like AI software developer or Azure AI engineer. If you have any recommendations for tutorials, Microsoft Learn paths, GitHub repositories, sample architectures, or blog series that have been helpful for you, I'd really appreciate your insights. Thanks!
4 Answers
I'm currently experimenting with these tools myself and just figuring it out as I go! I plan to share my findings and suggestions as I learn more. Stay tuned!
What’s your background? If you’re a developer, start with data scientist workflows. If you’re coming from data science, getting a grip on software engineering basics would be beneficial. And if you’re new to both, don’t skip the fundamental coding lessons—especially for AI, you'll likely be writing a lot of your own code.
I’d suggest starting with the *AI Engineering* book by Chip Huyen. It’s great for building a solid understanding of the services. After that, consider the AI-900 and AI-102 certifications which provide hands-on experience with specific services. Don’t forget to explore the AI-focused Proofs of Concept (PoCs) in the Azure Samples GitHub repository; they can give you a comprehensive understanding as you go from beginner to intermediate. Once you have that foundation, dive deeper into areas that excite you, like advanced RAG or fine-tuning. Also, using AI tools like GitHub Copilot can be super helpful throughout your learning journey.
Good advice overall, but I'd suggest prioritizing these in a way that feels most engaging for you. If you prefer to tackle the Azure samples first or follow a certification path, go for whatever keeps you motivated! Also, you might want to explore the AI applied skills on the Microsoft site; those resources are worth checking out.
There are some awesome training videos on Microsoft Foundry services available on Udemy. One of my favorites is a free overview by John Savill; you can check it out [here](https://youtu.be/Sq8Cq7RZM2o?si=83KV9phqY64cjb7o). It's a great introduction!
Great post!