September 2024
Beginner
1h 12m
English
Overview
Introduction to GitHub Models
An easy course for getting started and building with GitHub Models
This practical course guides you through the process of effectively integrating and using GitHub Models in your projects. You'll start by learning the fundamentals of AI models and understanding the current challenges in the field. The course then walks you through navigating the GitHub Models Marketplace and applying playground techniques to get hands-on experience. You'll explore key features of responsible AI and learn strategic implementation techniques, including how to manage rate limits and scale beyond the free tier. The course also covers GitHub Codespaces, teaching you how to effectively manage resources in this cloud-based development environment. In the final section, you'll dive into best practices for building applications with GitHub Models. This includes creating a Personal Access Token, setting up your development environment, and creating an HTTP API. You'll also learn strategies for testing and validating your implementations. By the end of this course, you'll have a solid understanding of how to integrate GitHub Models into your projects efficiently and responsibly. Whether you're a developer looking to expand your AI toolkit or a project manager aiming to leverage AI in your applications, this course provides the knowledge and skills you need to get started with GitHub Models.
About your instructor
Alfredo Deza has over a decade of experience as a Software Engineer doing DevOps, automation, and scalable system architecture. Before getting into technology he participated in the 2004 Olympic Games and was the first-ever World Champion in High Jump representing Peru. He currently works in Developer Relations at Microsoft and is an Adjunct Professor at Duke University teaching Machine Learning, Cloud Computing, Data Engineering, Python, and Rust. With Alfredo's guidance, you will gain the knowledge and skills to build applications from scratch using GitHub Models.
Resources
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.