mage-ai/mlops

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Python
Created 6 months ago
Updated 5 months ago

mage-ai/mlops

mage-ai

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mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

mage-zoomcamp

This repository will contain all of the resources for the Mage component of the Data Engineering Zoomcamp: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main

mage-ai-terraform-templates

Terraform templates for deploying mage-ai to AWS, GCP and Azure

compose-quickstart

A quickstart repo for Mage using Docker compose.

machine_learning

The definitive end-to-end machine learning (ML lifecycle) guide and tutorial for data engineers.

magic-devcontainer

A demo instance of mage for pulling sample data from a public Google pub/sub topic and transforming with dbt.

helm-charts

dbt-quickstart

docker

Dockerfile and Docker compose templates

assets

Media assets used in repository documentation.

rag-project

llm_orchestration

demo_etl_pipeline

Demo pipeline for loading, transforming, and exporting restaurant data.

datasets

Datasets to play with.

platform_template

Mage project platform template for using multiple projects and other non-Mage projects in 1 Mage ultra project.

.github

mage-libpostal-docker

Sample Mage docker compose for building a docker image with libpostal

etl-demo

Mage ELT demo for pulling data from an API, performing transformations, and writing to a local DuckDB database.

mage_demo_project

Demo project containing data integration pipelines and batch transformation pipelines.