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
β16Updated 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¦β14Updated 11 months ago
- Build & Learn Data Engineering,Machine Learning over Kubernetes. No Shortcut approach.β57Updated 2 years ago
- β23Updated 5 months ago
- Awesome MLOps Course Outlineβ34Updated 2 years ago
- β25Updated 3 years ago
- Machine Learning Model and Deployment for Classification of Mango Varietiesβ10Updated 2 years ago
- Test LLMs automatically with Giskard and CI/CDβ30Updated 10 months ago
- deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single commandβ108Updated 4 months ago
- This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, beβ¦β14Updated 2 years ago
- β31Updated 2 years ago
- MLOps maturity assessmentβ61Updated 2 years ago
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.β24Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlitβ82Updated 2 years ago
- Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, dβ¦β17Updated 2 months ago
- β11Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor dataβ22Updated 2 years ago
- Gen AI Large Language Model Projectsβ61Updated last year
- Machine Learning DevOps Engineer Nanodegreeβ11Updated 3 years ago
- Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line withβ¦β23Updated last week
- A collection of MLOps interview questions and answers for data scientists and engineers. Learn how to apply MLOps principles and practiceβ¦β36Updated last year
- Machine Learning Ops Projectβ29Updated last year
- Machine Learning on Kubernetes, published by packtβ75Updated last year
- β17Updated 3 months ago
- A repository for all ZenML projects that are specific production use-cases.β261Updated this week
- Sample MLOps Workflow: Recognizing Digits with Kubeflowβ184Updated last year
- β28Updated 9 months ago
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Clubβ21Updated 2 years ago
- Maternal Health Risk prediction MLOps pipelineβ43Updated 2 years ago
- Example mlserver and seldon deployment for a cassava leaf classifierβ10Updated 2 years ago
- End-to-end MLOps Credit Default Project using DABsβ20Updated 6 months ago