praneet22 / DevOpsForAI
Deploy end to end ML/AI pipelines using Azure ML Service and Azure DevOps and take a Data Science (AI/ML) solution into Production.
☆30Updated last year
Alternatives and similar repositories for DevOpsForAI:
Users that are interested in DevOpsForAI are comparing it to the libraries listed below
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning☆45Updated 4 years ago
- ML DevOps using GitHub Actions and Azure Machine Learning☆41Updated 4 years ago
- ☆196Updated 2 years ago
- Distributed Deep Learning using AzureML☆41Updated 5 years ago
- Shows how to spin up a DASK cluster on AML Compute☆29Updated 3 years ago
- Template for getting started with automated ML Ops on Azure Machine Learning☆128Updated 2 years ago
- Support ML teams to accelerate their model deployment to production leveraging Azure☆90Updated 7 months ago
- Batch scoring Spark models on Azure Databricks: A predictive maintenance use case☆50Updated 5 years ago
- This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.☆38Updated 2 years ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- Batch scoring deep learning models with AML☆21Updated 5 years ago
- This is a template used for setting up a machine learning project running on Azure Machine Learning☆32Updated 4 years ago
- Example Azure Pipeline to train and deploy a machine learning model using the Azure Machine Learning service☆115Updated 2 years ago
- Official Azure Reference Architectures for AI workloads☆68Updated last year
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆47Updated 4 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆71Updated last year
- An example repo for provisioning a complete Azure Machine Learning environment through Terraform☆24Updated 2 years ago
- AKS Deployment Tutorial☆34Updated 5 years ago
- Example of using HyperDrive to tune a regular ML learner.☆60Updated 4 years ago
- This repository contains training material related to Azure and Machine Learning☆82Updated last year
- A template repository for quickly adopting Azure Machine Learning☆26Updated 3 years ago
- pronounced sUrplus as it's simply better if not best!☆12Updated 3 years ago
- under renovation☆31Updated 2 years ago
- Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.☆15Updated last year
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 3 years ago
- A workshop for doing MLOps on Azure Machine Learning☆35Updated 2 years ago
- Shows how to debug an AzureML remote job using vscode and ptvsd☆11Updated 5 years ago
- Providing tools and templates to facilitate modern MLOps practices☆82Updated 7 months ago
- Learning Materials for Deep Learning on Azure☆40Updated 5 years ago