Learn how to set up a development environment for AWS Trainium using the Neuron SDK. This session reviews the complete Neuron SDK stack, including the driver, runtime, compiler, kernels, XLA integration, NxD frameworks, and support for Hugging Face and PyTorch XLA. We demonstrate how to launch a DLAMI, configure an Amazon EC2 instance, establish a Python virtual environment, and begin working in Jupyter. Guidance is also provided on quotas, security groups, and alternative options such as SageMaker-managed environments. Subscribe to AWS: Sign up for AWS: AWS free tier: Explore more: Contact AWS: Next steps: Explore on AWS in Analyst Research: Discover, deploy, and manage software that runs on AWS: Join the AWS Partner Network: Learn more on how Amazon builds and operates software: Do you have technical AWS questions? Ask the community of experts on AWS re:Post: Why AWS? Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—use AWS to be more agile, lower costs, and innovate faster. #AWS #AI #GenerativeAI #AmazonWebServices #CloudComputing