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:
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆64Updated last year
- An end-to-end ML Project☆11Updated 2 years ago
- This is a simple iris flower classification model deployment project as flask app on Docker or Kubernetes.☆13Updated 3 years ago
- MLOps for deploying a Credit Risk model☆34Updated 2 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
- "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
- Final Project of the MLOps Zoomcamp hosted by DataTalksClub.☆26Updated 2 years ago
- Machine Learning Model and Deployment for Classification of Mango Varieties☆10Updated 2 years ago
- Code repository for the online course "Feature Engineering for Time Series Forecasting".☆193Updated 2 years ago
- Engineering MLOps, published by Packt☆190Updated 3 weeks ago
- Basic and advanced MLflow examples for many ML flavors☆240Updated last year
- Airflow Pipeline for Machine Learning☆39Updated 2 years ago
- Machine Learning Engineering with MLflow, published by Packt☆118Updated 3 weeks ago
- A pipeline to detect data drift and retrain the model when there is drift☆24Updated 2 years ago
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆51Updated 3 years ago
- End-to-End deployment of E-commerce customers segmentation using Clustering Machine learning algorithms in Google Cloud Platform and MLOp…☆18Updated last year
- MLflow related work☆40Updated 2 years ago
- Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retrainin…☆73Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆74Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆81Updated 3 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆78Updated last year
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- Slides for "Feature engineering for time series forecasting" talk☆62Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆95Updated 3 years ago
- E2E MLOps with Databricks☆14Updated last year
- Machine Learning Ops Project☆30Updated last year
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆98Updated last year
- MLOps stack example using Airflow, MLflow and other popular tools.☆45Updated 3 years ago
- Maternal Health Risk prediction MLOps pipeline☆46Updated 3 years ago
- ☆158Updated last year