flopach / digits-recognizer-kubeflow
Sample MLOps Workflow: Recognizing Digits with Kubeflow
☆180Updated last year
Alternatives and similar repositories for digits-recognizer-kubeflow
Users that are interested in digits-recognizer-kubeflow are comparing it to the libraries listed below
Sorting:
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆215Updated 2 years ago
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆67Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 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…☆85Updated last year
- [WIP] Examples for the Intro to ML with Kubeflow book☆204Updated 3 years ago
- A repository for all ZenML projects that are specific production use-cases.☆255Updated last week
- Source Code for the Udemy Course Machine Learning Ops on Google Cloud:Real World Data Science☆33Updated 6 months ago
- The Machine Learning Solutions Architect Handbook, published by Packt☆142Updated 2 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- Engineering MLOps, published by Packt☆186Updated 2 years ago
- Demo MLRun project for LLM Tuning and serving pipelines☆41Updated 8 months ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆76Updated 2 years ago
- mlops template☆277Updated 4 months ago
- ☆149Updated 6 months ago
- This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.☆41Updated last year
- [Book-2021] Practical MLOps O'Reilly Book☆784Updated 4 months ago
- MLflow related work☆38Updated last year
- Machine Learning on Kubernetes, published by packt☆76Updated last year
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆277Updated last year
- MLOps maturity assessment☆61Updated 2 years ago
- MLOps for deploying a Credit Risk model☆30Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Basic and advanced MLflow examples for many ML flavors☆222Updated 9 months ago
- Machine Learning Engineering with MLflow, published by Packt☆115Updated 10 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 7 months ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆106Updated 3 years ago
- Reference code base for ML Engineering, Manning Publications☆128Updated 3 years ago
- Group of example notebooks and scripts used for kubeflow demos and component validations☆24Updated 2 years ago
- Project code for cd0581 refresh taught by Giacomo Vianello☆16Updated 5 months ago
- ☆222Updated this week