flopach / digits-recognizer-kubeflow
Sample MLOps Workflow: Recognizing Digits with Kubeflow
☆167Updated 10 months ago
Alternatives and similar repositories for digits-recognizer-kubeflow:
Users that are interested in digits-recognizer-kubeflow are comparing it to the libraries listed below
- The Machine Learning Solutions Architect Handbook, published by Packt☆140Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.☆239Updated this week
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆203Updated 2 years ago
- MLOps maturity assessment☆60Updated last year
- [WIP] Examples for the Intro to ML with Kubeflow book☆204Updated 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…☆76Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆79Updated 2 years ago
- Engineering MLOps, published by Packt☆182Updated last year
- MLflow related work☆38Updated last year
- Demo for CI/CD in a machine learning project☆96Updated last year
- Machine Learning on Kubernetes, published by packt☆72Updated last year
- MLOps tutorial using Python, Docker and Kubernetes.☆378Updated 3 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 3 months ago
- [Book-2021] Practical MLOps O'Reilly Book☆738Updated 2 weeks ago
- Basic and advanced MLflow examples for many ML flavors☆217Updated 6 months ago
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆63Updated last year
- Demo Computer Vision Project☆60Updated last year
- This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.☆42Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆130Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆230Updated 11 months ago
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆356Updated last year
- Start building and deploying Python packages and Docker images for MLOps tasks.☆372Updated last month
- Demo MLRun project for LLM Tuning and serving pipelines☆40Updated 5 months ago
- A workshop with several modules to help learn Feast, an open-source feature store☆84Updated 2 weeks ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆235Updated 4 years ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆183Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆430Updated last month
- A collection of MLOps interview questions and answers for data scientists and engineers. Learn how to apply MLOps principles and practice…☆24Updated last year