nfmoore / azure-databricks-containers-mlops-example-scenariosLinks
Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with MLOps principles and practices.
☆23Updated last week
Alternatives and similar repositories for azure-databricks-containers-mlops-example-scenarios
Users that are interested in azure-databricks-containers-mlops-example-scenarios are comparing it to the libraries listed below
Sorting:
- Providing tools and templates to facilitate modern MLOps practices☆84Updated 9 months ago
- ☆40Updated 3 years ago
- ML Ops Accelerator: Databricks & Azure Machine Learning Unification☆75Updated 10 months ago
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- ☆15Updated 2 years ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆88Updated 2 months ago
- Complete end to end sample of doing DevOps with Azure Databricks☆70Updated 3 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆76Updated last year
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 4 years ago
- End-to-end MLOps Credit Default Project using DABs☆20Updated 6 months ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆131Updated 3 weeks ago
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆47Updated last year
- Managing Data and Model Drift with Azure Machine Learning☆44Updated 2 years 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
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlo…☆82Updated last year
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- ☆23Updated 11 months ago
- An example MLFlow project☆48Updated 4 months ago
- ☆29Updated 10 months ago
- Optimizing Databricks Workload, published by Packt☆17Updated 2 years ago
- Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline☆152Updated 9 months ago
- ☆21Updated last year
- End-to-end proof of concept showing core MLOps practices to develop, deploy and monitor a machine learning model for an employee retentio…☆14Updated last year
- Scaling Machine Learning in Three Week course in a collaboration with O'Reilly following the guidance of Adi Polak's book - Scaling Machi…☆23Updated 2 years ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- ☆10Updated 3 years ago
- ☆13Updated last year
- Template for getting started with automated ML Ops on Azure Machine Learning☆129Updated 2 years ago
- devops-for-databricks☆60Updated 11 months ago
- Road to Azure Data Engineer Part-II: DP-201 - Designing an Azure Data Solution☆19Updated 4 years ago