microsoft / MLOpsPythonLinks
MLOps using Azure ML Services and Azure DevOps
☆1,270Updated 2 years ago
Alternatives and similar repositories for MLOpsPython
Users that are interested in MLOpsPython are comparing it to the libraries listed below
Sorting:
- MLOps examples☆2,017Updated last year
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆584Updated last year
- Azure Machine Learning Lab Notebooks☆203Updated 4 years ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆91Updated 5 months ago
- Official community-driven Azure Machine Learning examples, tested with GitHub Actions.☆1,932Updated this week
- Example Azure Pipeline to train and deploy a machine learning model using the Azure Machine Learning service☆114Updated 3 years ago
- Template for getting started with automated ML Ops on Azure Machine Learning☆129Updated 3 years ago
- Azure MLOps☆150Updated last year
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆133Updated 3 months ago
- Docker containers for running training scripts on AzureML☆235Updated 2 months ago
- TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project …☆567Updated 5 years ago
- Support ML teams to accelerate their model deployment to production leveraging Azure☆91Updated last year
- ☆196Updated 2 years ago
- [Book-2021] Practical MLOps O'Reilly Book☆848Updated 8 months ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- DataOps for Microsoft Data Platform technologies. https://aka.ms/dataops-repo☆658Updated last week
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆79Updated last year
- Lab files for AI-102 - AI Engineer☆838Updated last year
- Contains notebooks used in the Microsoft Azure Databricks Learning Paths modules.☆173Updated 4 years ago
- MLOps tutorial using Python, Docker and Kubernetes.☆398Updated 10 months ago
- This repo demonstrates GitHub actions to build and deploy your ML application☆36Updated last year
- Providing tools and templates to facilitate modern MLOps practices☆85Updated last year
- This is a template used for setting up a machine learning project running on Azure Machine Learning☆34Updated 4 years ago
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆63Updated 3 years ago
- [DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template☆114Updated 2 years ago
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆47Updated 5 years ago
- Deploying a Batch Scoring Pipeline for Python Models☆17Updated 5 years 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 …☆240Updated 5 years ago
- ☆822Updated 2 months ago
- Azure Data Platform End-to-End☆348Updated 2 years ago