sagemaker-pipelines

aws-samples/amazon-fraud-detector-end-to-end

Sample datasets and code for operationalizing Amazon Fraud Detector using SageMaker DataWrangler, Feature Store, and Pipelines.

aws-samples/amazon-sagemaker-pipelines-mxnet-image-classification

Build an MXNet image classification model via SageMaker Pipelines

aws-samples/amazon-sagemaker-reusable-components

This solution shows how to deliver reusable and self-contained custom components to Amazon SageMaker environment using AWS Service Catalog, AWS CloudFormation, SageMaker Projects and SageMaker Pipelines.

aws-samples/asset-prediction-sagemaker-pipelines-example

Asset Prediction Sagemaker Pipelines Example

greenpau/argo-workflows-aws-plugin

Argo Workflows Executor Plugin for AWS Services, e.g. SageMaker Pipelines, Glue, etc.

aws-samples/mlops-pipeline-prestodb

An end-to-end MLOps pipeline that reads data from PrestoDB to train an ML model and deploy on SageMaker for batch and realtime inference.

Devalent/aws-realtime-predictions

An end-to-end example of a serverless machine learning pipeline for multiclass classification on AWS with SageMaker Pipelines, Data Wrangler, Athena and XGBoost.

aiplaybookin/aws-sagemaker

SageMaker Pipelines example

BrenoAV/AWS-SageMaker-Demo

This is a repo to store my implementation and steps using SageMaker (AWS)

caseywhorton/deep-ar-mlops-project

This repo automates training of a Deep-AR algorithm using a Sagemaker pipeline.

nathan-lindstedt/congress_districts

Machine Learning w/ AWS SageMaker Pipelines

gokul-pv/sagemaker-intel-project-modelbuild

A repo containing end to end sagemaker mlops pipeline for model building

gokul-pv/sagemaker-intel-project-modeldeploy

A repo for setting pipeline for deploying model as sagemaker endpoint

netsatsawat/introduction-to-mlops-on-amazon-sagemaker

This repository outlined how to implement MLOps practice on AWS Cloud using Amazon SageMaker.

rohit-chandra/penguin_classification