microsoft / dstoolkit-mlops-databricks
ML Ops Accelerator: Databricks & Azure Machine Learning Unification
☆72Updated 5 months ago
Alternatives and similar repositories for dstoolkit-mlops-databricks:
Users that are interested in dstoolkit-mlops-databricks are comparing it to the libraries listed below
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆82Updated last year
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 3 years ago
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆46Updated 10 months ago
- Complete end to end sample of doing DevOps with Azure Databricks☆68Updated 2 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆121Updated 5 months ago
- ☆38Updated 2 years ago
- Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.☆15Updated last year
- Managing Data and Model Drift with Azure Machine Learning☆43Updated 2 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆69Updated last year
- Samples 2023☆41Updated last year
- Providing tools and templates to facilitate modern MLOps practices☆81Updated 5 months ago
- ☆28Updated 5 months ago
- devops-for-databricks☆57Updated 7 months ago
- Support ML teams to accelerate their model deployment to production leveraging Azure☆89Updated 5 months ago
- Scalable solution for ML Observability☆34Updated 7 months ago
- Examples surrounding Databricks.☆57Updated 6 months ago
- Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with…☆23Updated 6 months ago
- Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline☆150Updated 5 months ago
- Modular and minimalistic MLOps recipes☆70Updated 4 years ago
- Template for getting started with automated ML Ops on Azure Machine Learning☆126Updated 2 years ago
- This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.☆38Updated 2 years ago
- Secure Databricks cluster with Data exfiltration Protection and Privatelink for Storage, KeyVault and EventHub using Bicep☆30Updated 3 years ago
- Template to deploy a Data Product for analytics and data science use-cases into a Data Landing Zone of the Data Management & Analytics Sc…☆77Updated last year
- ☆196Updated 2 years ago
- 🧱 A collection of supplementary utilities and helper notebooks to perform admin tasks on Databricks☆54Updated last month
- This repository contains hands-on challenges for end-to-end machine learning operations (MLOps) with Azure Machine Learning.☆14Updated 6 months ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- ☆15Updated last year
- End-to-end proof of concept showing core MLOps practices to develop, deploy and monitor a machine learning model for an employee retentio…☆14Updated 8 months ago
- ML Ops demo for Azure Databricks and Azure ML SDK☆20Updated 4 years ago