phitoduck / mlops-clubLinks
A reference implementation of an end to end, open-source MLOps platform.
☆15Updated 2 years ago
Alternatives and similar repositories for mlops-club
Users that are interested in mlops-club are comparing it to the libraries listed below
Sorting:
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆64Updated 3 years ago
- ☆72Updated last year
- Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.☆37Updated 5 months ago
- Tools and utilities for operating Metaflow in production☆57Updated last month
- ☆12Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆143Updated last month
- Joining the modern data stack with the modern ML stack☆196Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆237Updated 2 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 3 years ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆62Updated last year
- Deploy production-grade Metaflow cloud infrastructure on AWS☆65Updated last month
- ☆134Updated last year
- A workshop with several modules to help learn Feast, an open-source feature store☆92Updated 2 weeks ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆151Updated this week
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 4 years ago
- ☆57Updated 3 years ago
- CI/CD pipeline with Amazon SageMaker and Github actions☆23Updated 2 years ago
- Amazon SageMaker Managed Spot Training Examples☆51Updated 11 months ago
- End to End example integrating MLFlow and Seldon Core☆52Updated 4 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆82Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆139Updated 2 weeks ago
- Compilation of examples of SageMaker inference options and other features.☆68Updated last month
- MLOps workshop with Amazon SageMaker☆104Updated 3 months ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Build and deploy a serverless data pipeline on AWS with no effort.☆111Updated 2 years ago
- ☆23Updated 4 months ago
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆73Updated last year
- The SageMaker Spark Container is a Docker image used to run data processing workloads with the Spark framework on Amazon SageMaker.☆38Updated this week