fabioba / mlops-architectureLinks
This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.
☆21Updated 2 years ago
Alternatives and similar repositories for mlops-architecture
Users that are interested in mlops-architecture are comparing it to the libraries listed below
Sorting:
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆45Updated 9 months ago
- Machine Learning Ops Project☆29Updated last year
- ☆14Updated 2 years ago
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆26Updated 2 years ago
- An end-to-end tutorial to forecast the M5 dataset using feature engineering pipelines and gradient boosting.☆16Updated 2 years ago
- Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson☆20Updated last year
- Awesome MLOps Course Outline☆34Updated 2 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆43Updated 11 months ago
- ☆11Updated 2 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 4 months ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expect…☆43Updated last year
- Tutorials/use cases of using Prefect in an ML project.☆41Updated 2 years ago
- This repository about how to deploy machine learning model end serving with FastAPI and using MLFlow-MINIO☆19Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- Deep Learning Projects on TensorFlow and Keras☆20Updated 11 months ago
- Test LLMs automatically with Giskard and CI/CD☆30Updated 9 months ago
- Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker☆25Updated 3 years ago
- This project is focused on the Deployment phase of machine learning. The Docker and FastAPI are used to deploy a dockerized server of tra…☆25Updated 2 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- Official repository for the book Time Series Forecasting with Foundation Models☆23Updated last month
- Create a local dashboard to visualize and filter your GitHub feed☆29Updated 2 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆65Updated 8 months ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆77Updated 2 years ago
- Deploying a Machine Learning model streaming application with Apache Kafka☆10Updated 2 years ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago