cwallaceh / sklearn_fastapi_docker
Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker
☆22Updated 2 years ago
Related projects: ⓘ
- Demo for CI/CD in a machine learning project☆91Updated last year
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆24Updated 2 years ago
- An end-to-end project on customer segmentation☆80Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- ☆21Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆23Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- Awesome MLOps Course Outline☆32Updated last year
- Machine Learning for Streaming Data with Python, published by Packt☆68Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆157Updated 9 months ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆38Updated last year
- ☆64Updated last month
- Production-Ready Applied Deep Learning☆85Updated last year
- Example machine learning pipeline with MLflow and Hydra☆86Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆41Updated 2 months ago
- Deep Learning Projects on TensorFlow and Keras☆20Updated 3 months ago
- ☆14Updated last year
- Feature engineering package with sklearn like functionality☆47Updated 2 weeks ago
- Maternal Health Risk prediction MLOps pipeline☆38Updated last year
- ☆31Updated last year
- Machine Learning Ops Project☆26Updated 6 months ago
- Comet for Data Science, published by Packt☆42Updated last year
- This is code depository for my upcoming session. Will update details post the session☆38Updated last year
- Repository with code examples of mlflow☆60Updated this week
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆51Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆73Updated 2 years ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆80Updated last year
- Machine Learning Model Serving Patterns and Best Practices☆31Updated last year