Proyecto final de la asignatura de Arquitecturas Empresariales.

Time Series Analysis on Sagemaker

Terraform module to create and manage a SageMaker studio

Data governance through AWS LakeFormation credentials vending API

Training different models for Predicting Bike Sharing Demand by using AutoGluon's TabularPredictor.fit() on AWS SageMaker Studio

Slack app to spin up / down EC2 instances and optionally mount SageMaker Studio EFS and EBS volumes.

ML Workflow for a company called Scones Unlimited. Image classification model that can automatically detect which kind of vehicle delivery drivers have, in order to route them to the correct loading bay and orders.

A search application using Aurora Postgresql and pgvector for an online retail store product catalog

Amazon SageMaker training jobs using Snowpark Python API

Image Classifiers are used in the field of computer vision to identify the content of an image and it is used across a broad variety of industries, from advanced technologies like autonomous vehicles and augmented reality, to eCommerce platforms, and even in diagnostic medicine.

This repository contains samples for fine-tuning embedding models using Amazon SageMaker. Embedding models are useful for tasks such as semantic similarity, text clustering, and information retrieval. Fine-tuning these models on your specific domain data can greatly improve their performance.

A repo for creating Sagemaker jobs

A Python-based library for automating the migration of EFS storage from one SageMaker Studio domain to another using AWS DataSync

The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

Tools and IAC to setup SageMaker Studio for team collaboration.

The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

Best practices for prompting for Meta's Llama2 Large Language Model using Amazon Sagemaker

A small collection of custom kernels for running Sagemaker Notebooks an Training Jobs

SageMaker Experiments and DVC