Download AI Engineering Bootcamp: Build, Train and Deploy Models with AWS SageMaker For Free
What you’ll learn
Build and deploy cutting-edge artificial intelligence & machine learning models to the cloud
Utilize powerful pre-trained models from Hugging Face with AWS SageMaker
Uncover the mathematical secrets behind how Large Language Models work with a deep-dive into the Transformer architecture, tokenization, and more
Customize models to meet the needs of your AI applications using PyTorch to create unique solutions
Train and test models, ensuring they deliver accurate results every time
Learn best practices for monitoring and optimizing your models, including load testing and scaling for massive user demand
What Is An AI Engineer?
The short version is that an AI Engineer works on the entire lifecycle of an AI application - that is, an application that utilizes AI at its core. An AI Engineer takes AI models, including Large Language Models, and customizes them to their needs.
(If you want the long version, check out our blog post here)
That requires everything from building models using custom datasets, to training and tuning models, to deploying models and scaling them using cloud technologies.
The role is growing like wildfire, but it’s still evolving and will no doubt continue evolving as the AI landscape changes.
What Is AWS SageMaker?
AWS SageMaker (also referred to as Amazon SageMaker) is a fully managed machine learning service that empowers you to quickly build, train, and deploy machine learning models at scale. It eliminates the heavy lifting of infrastructure management, so you can focus on the fun part - creating your own awesome AI projects and applications!
In short, it’s one of the leading, real-world AI tools used by AI Engineers, Machine Learning Engineers, Developers and Data Scientists.
Want to know why makes AWS SageMaker really cool though?
It allows end-to-end machine learning in a way that’s easy to use, no matter your skill level!
So whether you’re a seasoned AI expert or just getting started, SageMaker offers intuitive tools and a user-friendly interface that make machine learning accessible to everyone.
If you’re looking to build and deploy your own AI applications, this is the place to be.
