microsoft / dstoolkit-ml-ops-for-databricksLinks
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
Sorting:
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆47Updated 5 years ago
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆49Updated last year
- A workshop for doing MLOps on Azure Machine Learning☆35Updated 3 years ago
- Support ML teams to accelerate their model deployment to production leveraging Azure☆91Updated last year
- Template for getting started with automated ML Ops on Azure Machine Learning☆129Updated 3 years ago
- ☆195Updated 2 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
- Azure plugins for Feast (FEAture STore)☆83Updated last year
- An end-to-end Recommendation System built on Azure Databricks☆54Updated 6 years ago
- This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.☆40Updated 2 years ago
- An example repo for provisioning a complete Azure Machine Learning environment through Terraform☆24Updated 2 years ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 4 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆78Updated last year
- Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning☆45Updated 5 years ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆91Updated 5 months ago
- ☆20Updated last year
- Easily deploy a MLFlow Tracking server on Azure☆21Updated 2 years ago
- Demonstrate samples and good engineering practice for operationalizing machine learning solutions.☆21Updated 3 years ago
- Sample code for deploying R model for real-time scoring on Azure☆19Updated 5 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…☆15Updated last year
- Repository with required files for automated ML worshops☆21Updated 6 years ago
- This repository contains training material related to Azure and Machine Learning☆82Updated 2 years ago
- Stream Data from Databricks Directly to PowerBI, and CosmosDB!☆12Updated 6 years ago
- Managing Data and Model Drift with Azure Machine Learning☆45Updated 2 years ago
- Providing tools and templates to facilitate modern MLOps practices☆85Updated last year
- Terraform examples for provisioning Azure Machine Learning☆29Updated 4 years ago
- Example of using HyperDrive to tune a regular ML learner.☆61Updated 5 years ago
- Cloud workshop Azure ML 2020☆13Updated 3 years ago
- Anomaly Detection Pipeline on Azure Databricks☆28Updated 6 years ago