microsoft / dstoolkit-ml-ops-for-databricks
this is a python framework that helps to build any data engineering and data science solutions in Databricks
☆14Updated 2 years ago
Alternatives and similar repositories for dstoolkit-ml-ops-for-databricks:
Users that are interested in dstoolkit-ml-ops-for-databricks are comparing it to the libraries listed below
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆47Updated last year
- Support ML teams to accelerate their model deployment to production leveraging Azure☆91Updated 9 months ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- A workshop for doing MLOps on Azure Machine Learning☆34Updated 3 years ago
- This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.☆38Updated 2 years ago
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆47Updated 5 years ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 4 years ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- ML Ops demo for Azure Databricks and Azure ML SDK☆21Updated 5 years ago
- ☆196Updated 2 years ago
- An example repo for provisioning a complete Azure Machine Learning environment through Terraform☆24Updated 2 years ago
- Template for getting started with automated ML Ops on Azure Machine Learning☆129Updated 2 years ago
- Managing Data and Model Drift with Azure Machine Learning☆43Updated 2 years ago
- End-to-end proof of concept showing core MLOps practices to develop, deploy and monitor a machine learning model for an employee retentio…☆14Updated 11 months ago
- Demonstrate samples and good engineering practice for operationalizing machine learning solutions.☆21Updated 3 years ago
- ☆14Updated 5 years ago
- AzureML customer managed k8s compute samples☆82Updated 8 months ago
- An end-to-end Recommendation System built on Azure Databricks☆53Updated 5 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆73Updated last year
- Shows how to spin up a DASK cluster on AML Compute☆29Updated 3 years ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆86Updated last month
- Providing tools and templates to facilitate modern MLOps practices☆83Updated 8 months ago
- A template repository for quickly adopting Azure Machine Learning☆26Updated 3 years ago
- under renovation☆31Updated 2 years ago
- Stream Data from Databricks Directly to PowerBI, and CosmosDB!☆12Updated 6 years ago
- ☆24Updated 5 years ago
- A solution for on-demand training and serving of Machine Learning models, using Azure Databricks and MLflow☆18Updated 4 years ago
- Repository with required files for automated ML worshops☆21Updated 6 years ago
- Batch scoring Spark models on Azure Databricks: A predictive maintenance use case☆50Updated 5 years ago
- How to provision Azure Machine Learning workspace and related resources in a secure way☆31Updated 2 years ago