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 last year
Related projects: ⓘ
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆46Updated 6 months ago
- Terraform examples for provisioning Azure Machine Learning☆24Updated 3 years ago
- A solution for on-demand training and serving of Machine Learning models, using Azure Databricks and MLflow☆18Updated 4 years ago
- ML Ops demo for Azure Databricks and Azure ML SDK☆20Updated 4 years ago
- A template repository for quickly adopting Azure Machine Learning☆26Updated 2 years ago
- ☆29Updated this week
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆55Updated 3 years ago
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆46Updated 4 years ago
- Stream Data from Databricks Directly to PowerBI, and CosmosDB!☆12Updated 5 years ago
- ☆26Updated this week
- under renovation☆31Updated 2 years ago
- Scalable solution for ML Observability☆34Updated 3 months ago
- An example repo for provisioning a complete Azure Machine Learning environment through Terraform☆25Updated last year
- This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.☆37Updated 2 years ago
- ☆12Updated 5 years ago
- A workshop for doing MLOps on Azure Machine Learning☆37Updated 2 years ago
- Repository with required files for automated ML worshops☆21Updated 5 years ago
- ☆24Updated 4 years ago
- This accelerator was built to provide developers with all of the resources needed to build a solution to identify the top factors for rev…☆28Updated 3 months ago
- Managing Data and Model Drift with Azure Machine Learning☆43Updated last year
- ☆45Updated this week
- Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning☆45Updated 4 years ago
- ☆11Updated this week
- Solution accelerator to help developers build an end-to-end Customer 360 solution using Azure Synapse Analytics and Dynamics 360 Customer…☆26Updated last year
- Modular and minimalistic MLOps recipes☆69Updated 4 years ago
- Azure AutoML for Images. AutoML for Images is part of Azure ML. AutoML for images is available in public preview.☆29Updated 2 years ago
- Providing tools and templates to facilitate modern MLOps practices☆81Updated last month
- Demonstrate samples and good engineering practice for operationalizing machine learning solutions.☆21Updated 2 years ago
- ☆27Updated this week
- Anomaly Detection Pipeline on Azure Databricks☆28Updated 5 years ago