awesome-mlops / awesome-mlops-kubernetesLinks
A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes π
β17Updated 3 years ago
Alternatives and similar repositories for awesome-mlops-kubernetes
Users that are interested in awesome-mlops-kubernetes are comparing it to the libraries listed below
Sorting:
- An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAβ¦β15Updated 11 months ago
- Machine Learning Engineering on AWS, published by Packtβ67Updated last year
- β23Updated 6 months ago
- Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line withβ¦β23Updated this week
- Awesome MLOps Course Outlineβ34Updated 2 years ago
- An end-to-end machine learning (mlops) projectβ30Updated 2 years ago
- A curated list of awesome open source and commercial MLOps platforms πβ28Updated 3 years ago
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Clubβ21Updated 2 years ago
- deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single commandβ109Updated 4 months ago
- β25Updated 3 years ago
- Coursera Machine Learning Engineering for Production Specialization Courseβ23Updated 2 years ago
- MLOps maturity assessmentβ60Updated 2 years ago
- Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.β62Updated 3 months ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.β40Updated 5 months ago
- Duke MIDS: Data Engineering and DataOps Courseβ66Updated 5 months ago
- Comet for Data Science, published by Packtβ42Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β78Updated last year
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.β26Updated last year
- This is code depository for my upcoming session. Will update details post the sessionβ40Updated 2 years ago
- A repository that showcases how you can use ZenML with Gitβ69Updated last month
- CI/CD pipeline with Amazon SageMaker and Github actionsβ23Updated 2 years ago
- Maternal Health Risk prediction MLOps pipelineβ43Updated 2 years ago
- Example project with a CNN to train a PokΓ©mon type classifier, adapted for DTC workshopβ35Updated last year
- The getting started notebook for the DTC Zoomcamp Q&A challengeβ29Updated last year
- Machine Learning Model Serving Patterns and Best Practicesβ35Updated last year
- β54Updated last year
- This project shows how to capture changes from postgres database and stream them into kafkaβ36Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlitβ85Updated 2 years ago
- This repo covers Kubeflow Environment with LABs: Kubeflow GUI, Jupyter Notebooks on pods, Kubeflow Pipelines, Experiments, KALE, KATIB (Aβ¦β82Updated last year
- Build & Learn Data Engineering,Machine Learning over Kubernetes. No Shortcut approach.β57Updated 2 years ago