Deffro / MLOps
Full Machine Learning Lifecycle using Airflow, MLflow, and AWS S3
☆23Updated 2 years ago
Alternatives and similar repositories for MLOps:
Users that are interested in MLOps are comparing it to the libraries listed below
- An end-to-end ML Project☆11Updated 2 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year
- This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.☆21Updated 2 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆62Updated last year
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆44Updated 8 months ago
- MLOps for deploying a Credit Risk model☆30Updated last year
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆76Updated 2 years ago
- ☆38Updated 2 years ago
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆52Updated 2 years ago
- Machine Learning Model and Deployment for Classification of Mango Varieties☆10Updated 2 years ago
- Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from …☆29Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Machine Learning Ops Project☆29Updated last year
- Maternal Health Risk prediction MLOps pipeline☆43Updated 2 years ago
- Final Project of the MLOps Zoomcamp hosted by DataTalksClub.☆26Updated 2 years ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- ☆20Updated last year
- Demo Computer Vision Project☆61Updated 2 years ago
- Template for data pipelines, ML workflows, API dev and monitoring☆45Updated last year
- Notebooks/scripts for youtube tutorials☆62Updated 9 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆81Updated last year
- Airflow Pipeline for Machine Learning☆33Updated last year
- Engineering MLOps, published by Packt☆184Updated 2 years ago
- Slides for "Feature engineering for time series forecasting" talk☆59Updated 2 years ago
- ☆23Updated 2 years ago
- Machine Learning Engineering with MLflow, published by Packt☆114Updated 9 months ago
- ☆31Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago