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Bruno Pistone's Projects

amazon-bedrock-samples icon amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

multi-model-train-template icon multi-model-train-template

The purpose of this template is to deploy a Sagemaker Training Pipeline for parallel training of multiple models, and a scheduled batch inference using SageMaker Batch Transform and SageMaker Pipelines, given two `ModelGroupPackageName` from the Amazon SageMaker Model Registry.

ragas icon ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

sm-end-to-end-mlops icon sm-end-to-end-mlops

This is a sample code repository for demonstrating how to organize your code for build and train your model, by starting from an implementation through notebooks for arriving to a code structure architecture for implementing ML pipeline using Amazon SageMaker Pipeline, and how to setup a repository for deploying ML models using CI/CD. This repo is based on a NLP project for sentiment analysis

sm-iot-end-to-end icon sm-iot-end-to-end

This is a sample code repository for demonstrating how to organize your code for build and train your model, by starting from an implementation through notebooks for arriving to a code structure architecture for implementing ML pipeline using Amazon SageMaker Pipeline, and how to setup a repository for deploying ML models using CI/CD.

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