phongle's repositories
sagemaker-churn
Hands-on SageMaker lab looking at cell phone churn
fine-tuning-llms-on-aws
In this lab, you will learn how to use Amazon SageMaker to fine-tune a pretrained Hugging Face LLM using AWS Trainium accelerators, and then leverage the fine-tuned model for inference on AWS Inferentia.
Amazon-Macie-and-Lake-Formation-TBAC
Amazon Macie using Machine Learning to discover sensitive data in S3 buckets. Amazon Lake Formation provides Tag-Based Access Control to provide a scalable and flexible way to manage data access in the data lake. In this lab, we will configure a Amazon Macie job to automatically detect sensitive data in an S3 bucket and apply appropriate tags in Lake Formation.
aws-well-architected-labs-1
Hands on labs and code to help you learn, measure, and build using architectural best practices.