Helm charts for deploying Prefect Services

Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate

Example project demonstrating deployment patterns for real-time streaming workflows with Prefect 2.0

Prefect API Authentication/Authorization Proxy for on-premises deployments

A GitHub Action for deploying a Prefect flow to Prefect Cloud

Deploy a Prefect flow to serverless AWS Lambda function

Examples of various flow deployments for Prefect 1.0 (storage and run configurations)

How to use Prefect Deployments with flow code baked into a Docker image

A template repository with all the fundamentals needed to develop and deploy a Python data-processing routine for Prefect pipelines.

Automatically deployed Prefect flows

Terraform module for deploying the Prefect Agent on AWS EC2

A very simple "hello world" project for deploying Prefect 2 to a docker container on Google Compute Engine.

The Zoomcamp MLOps Course covers tools like MLflow, Mage, Flask, Prometheus, Evidently, Grafana, Prefect, Terraform, and GitHub Actions. It emphasizes experiment tracking, model deployment, monitoring, CI/CD, and orchestration, culminating in an end-to-end project integrating best practices in MLOps.

Project demonstrating how to automate Prefect 2.0 deployments to AWS EKS

Prefect flows project focusing on events YAML-based deployments

End-to-end MLOps pipeline for intrusion detection using MLflow, Prefect, FastAPI, Docker, Terraform, and GCP. Includes model training, deployment, monitoring, and CI/CD.

Monitor your Prefect deployments with Sifflet.

Terraform module to deploy a Prefect worker on Amazon ECS.

A small repo to get started with a prefect deployment

Prefect deployments using Work Pools & Remote storage.

The reliable, composable, portable agentic stack that keeps your agent from harshing your good vibes. OpenClaw agents • Prefect orchestration • pgvector intelligence layer • safe-docker governance • Docker Compose deployment.

Deploy Prefect OSS locally using docker-compose

An example repo for organizing and deploying Prefect flows on GitHub

Training and deploying XGBoost Model with MLFlow, Fastapi, Prefect, Cloud Run and github actions

End-to-end ML pipeline for cardiovascular disease prediction with MLflow, Prefect, Docker, FastAPI, Terraform, and Evidently. Includes automated training, deployment, monitoring, and CI/CD on GCP.

End-to-end MLOps pipeline for multi-class obesity level estimation using Prefect, MLflow, FastAPI, Terraform, and Evidently. Includes automated training, deployment, monitoring, and CI/CD on GCP.

Complete data architecture and machine learning project for industrial cost analysis. Includes a modern ETL pipeline (Bronze-Silver-Gold), validations with Great Expectations, Prefect orchestration, in-depth EDA, predictive models (Random Forest and Gradient Boosting), and deployment via Streamlit.

A deployment repo to use with Prefect in "full-stack-on-prem-cv-mlops" repo https://github.com/jomariya23156/full-stack-on-prem-cv-mlops

POC deploying prefect in the wild

A Docker Compose setup for deploying Prefect