rebremer / devopsai_databricks
DevOps for AI project using Azure Databricks, Azure DevOps and Azure Machine Learning Service
☆16Updated 3 years ago
Alternatives and similar repositories for devopsai_databricks:
Users that are interested in devopsai_databricks are comparing it to the libraries listed below
- Batch scoring Spark models on Azure Databricks: A predictive maintenance use case☆50Updated 5 years ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆57Updated 3 years ago
- A workshop for doing MLOps on Azure Machine Learning☆35Updated 2 years ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆46Updated 4 years ago
- ML DevOps using GitHub Actions and Azure Machine Learning☆40Updated 4 years ago
- An example repo for provisioning a complete Azure Machine Learning environment through Terraform☆24Updated 2 years ago
- An end-to-end Recommendation System built on Azure Databricks☆52Updated 5 years ago
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆46Updated 11 months 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 9 months ago
- Collection of Machine Learning Examples for Azure Databricks☆40Updated 4 years ago
- Repository with required files for automated ML worshops☆21Updated 5 years ago
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- Example code for doing DataOps☆47Updated 4 years ago
- ☆39Updated 2 years ago
- Building a real-time alert monitoring pipeline that sends email notifications off of Azure Event Hubs, Azure Databricks, and a Azure Logi…☆13Updated 4 years ago
- this is a python framework that helps to build any data engineering and data science solutions in Databricks☆14Updated last year
- Managing Data and Model Drift with Azure Machine Learning☆43Updated 2 years ago
- Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning☆45Updated 4 years ago
- ☆14Updated 5 years ago
- AKS Deployment Tutorial☆34Updated 5 years ago
- Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.☆15Updated last year
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆83Updated last year
- Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily de…☆16Updated last year
- Examples surrounding Databricks.☆57Updated 8 months ago
- ☆196Updated 2 years ago
- Azure AI Camp - 2 day workshop on Databricks and Azure ML☆20Updated last year
- Example of using HyperDrive to tune a regular ML learner.☆60Updated 4 years ago
- Support ML teams to accelerate their model deployment to production leveraging Azure☆89Updated 7 months ago
- Data pipeline project using Data Factory, Databricks and Cosmosdb Graph, deployed using Azure DevOps, secured using firewalls and Azure A…☆11Updated 2 years ago