If you are a developer interested in learning more about Generative AI, "Generative AI for Beginners" is the perfect course for you. With 18 new video lessons, this open source Github repo covers everything from basic concepts to advanced techniques for building Generative AI applications. Each lesson includes both written and short video lessons, making it easy to follow along and learn at your own pace.
The course is designed for developers of all skill levels, but is especially helpful for those who are new to the field. It covers a wide range of topics, including how to create popular application types such as text generation, chat applications, and image generation. You can take the course in order or start and stop and focus on the lessons that interest you most.
One of the great things about this course is that it's open source, which means you can make a pull request if you see an opportunity to improve it. Our Microsoft AI Discord community is also very active, with a channel where learners can discuss and learn more about building Generative AI applications.
You can meet other learner from the course in the Azure AI Discord where we host community roundtables to help further discuss and learn about building GenAI applications.
Here is a complete lesson list:
Introduction to Generative AI and LLMs
Exploring and comparing different LLMs
Using Generative AI Responsibly
Understanding Prompt Engineering Fundamentals
Building Text Generation 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
The course is open source so feel free to make a pull request if you see an opportunity to make any improvements! "Generative AI for Beginners" is the perfect course for developers who want to learn more about this exciting field. With its comprehensive lessons and open source approach, it's sure to be a valuable resource for anyone looking to get started with Generative AI.