khuyentran1401 / prefect-mlops-recipes
Tutorials/use cases of using Prefect in an ML project.
☆41Updated 2 years ago
Alternatives and similar repositories for prefect-mlops-recipes:
Users that are interested in prefect-mlops-recipes are comparing it to the libraries listed below
- Demo on how to use Prefect 2 in an ML project☆41Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- Create a local dashboard to visualize and filter your GitHub feed☆29Updated 2 years ago
- Streamlit component for TensorBoard, TensorFlow's visualization toolkit☆39Updated 3 years ago
- ☆14Updated last year
- Demo for CI/CD in a machine learning project☆104Updated last year
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- Code examples showing flow deployment to various types of infrastructure☆104Updated 2 years ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆26Updated 2 years ago
- Capstone project for mlops zoomcamp☆12Updated 2 years ago
- ☆33Updated last year
- A very simple "hello world" project for deploying Prefect 2 to a docker container on Google Compute Engine.☆11Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆81Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 7 months ago
- Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate☆113Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- ☆73Updated 7 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- End-to-end data engineer project☆18Updated last year
- ☆41Updated 8 months ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- ☆38Updated 2 years ago
- Demo Computer Vision Project☆60Updated 2 years ago
- Machine Learning Ops Project☆29Updated last year
- Data pipeline for extracting, transforming, and visualising Covid-19 data☆14Updated last year
- Streamlit EDA Dashboard Powered by AWS Cloud☆80Updated 11 months ago
- Open Data Stack Projects: Examples of End to End Data Engineering Projects☆78Updated last year
- Data Pipeline from the Global Historical Climatology Network DataSet☆27Updated 2 years ago