microsoft / dstoolkit-mlops-databricksLinks
ML Ops Accelerator: Databricks & Azure Machine Learning Unification
☆77Updated last year
Alternatives and similar repositories for dstoolkit-mlops-databricks
Users that are interested in dstoolkit-mlops-databricks are comparing it to the libraries listed below
Sorting:
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆91Updated 5 months ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 4 years ago
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆49Updated last year
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆134Updated 4 months ago
- Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with…☆24Updated last week
- ☆20Updated last year
- ☆29Updated last year
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆80Updated last year
- ☆40Updated 3 years ago
- Providing tools and templates to facilitate modern MLOps practices☆85Updated last year
- Complete end to end sample of doing DevOps with Azure Databricks☆70Updated 3 years ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- Samples 2023☆41Updated last year
- Template for getting started with automated ML Ops on Azure Machine Learning☆128Updated 3 years ago
- Vector search related demos for AI tour, including OpenAI embeddings and Azure AI vector search.☆63Updated last year
- Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from …☆31Updated 3 years ago
- Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline☆153Updated last year
- Examples surrounding Databricks.☆60Updated last year
- Managing Data and Model Drift with Azure Machine Learning☆45Updated 2 years ago
- 🧱 A collection of supplementary utilities and helper notebooks to perform admin tasks on Databricks☆56Updated 2 months ago
- Azure Databricks Hands-on (Tutorials)☆67Updated last year
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆63Updated 3 years ago
- Azure plugins for Feast (FEAture STore)☆83Updated last year
- Support ML teams to accelerate their model deployment to production leveraging Azure☆91Updated last year
- This repository contains hands-on challenges for end-to-end machine learning operations (MLOps) with Azure Machine Learning.☆15Updated last year
- ☆15Updated 6 years ago
- Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily de…☆16Updated 2 years ago
- An Azure Databricks workshop leveraging the New York Taxi and Limousine Commission Trip Records dataset☆110Updated 2 years ago
- ☆15Updated last year
- this is a python framework that helps to build any data engineering and data science solutions in Databricks☆14Updated 2 years ago