Deffro / MLOpsLinks
Full Machine Learning Lifecycle using Airflow, MLflow, and AWS S3
☆26Updated 2 years ago
Alternatives and similar repositories for MLOps
Users that are interested in MLOps are comparing it to the libraries listed below
Sorting:
- An end-to-end ML Project☆11Updated 3 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆64Updated last year
- MLOps for deploying a Credit Risk model☆34Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆81Updated 3 years ago
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆51Updated 3 years ago
- Machine Learning Model and Deployment for Classification of Mango Varieties☆10Updated 3 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆24Updated 2 years ago
- Engineering MLOps, published by Packt☆189Updated 2 weeks ago
- Airflow Pipeline for Machine Learning☆40Updated 2 years ago
- Basic and advanced MLflow examples for many ML flavors☆241Updated last year
- This is a simple iris flower classification model deployment project as flask app on Docker or Kubernetes.☆13Updated 3 years ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆51Updated last year
- Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retrainin…☆74Updated last year
- Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from …☆33Updated 3 years ago
- Build a production ready Machine Learning service for real-time prediction using FastAPI☆35Updated 3 years ago
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆97Updated 3 years ago
- This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.☆22Updated 3 years ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆98Updated 2 years ago
- Machine Learning Ops Project☆30Updated last year
- Machine Learning Engineering with MLflow, published by Packt☆120Updated 2 weeks ago
- Code repository for the online course "Feature Engineering for Time Series Forecasting".☆196Updated 2 years ago
- Notebooks/scripts for youtube tutorials☆68Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 3 years ago
- ☆37Updated 3 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆43Updated 4 years ago
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆63Updated 3 years ago
- The end-to-end computer vision (object detection) project with MLOps, including a model training pipeline/workflow, an API, and an applic…☆32Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 3 years ago
- Final Project of the MLOps Zoomcamp hosted by DataTalksClub.☆26Updated 3 years ago