SaschaDittmann / MLOps-Lab
This repository contains sample code, which is used for a MLOps Workshop
☆26Updated last year
Alternatives and similar repositories for MLOps-Lab:
Users that are interested in MLOps-Lab are comparing it to the libraries listed below
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆60Updated 3 years ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 3 years ago
- Modular and minimalistic MLOps recipes☆70Updated 4 years ago
- ☆39Updated 2 years ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆83Updated last year
- Capturing model drift and handling its response - Example webinar☆107Updated 5 years ago
- Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with…☆23Updated 6 months ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- ☆23Updated 7 months ago
- ☆18Updated 3 years ago
- ML DevOps using GitHub Actions and Azure Machine Learning☆40Updated 4 years ago
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆50Updated 2 years ago
- ☆21Updated last year
- Template for getting started with automated ML Ops on Azure Machine Learning☆126Updated 2 years ago
- 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
- Example MLOps using BentoML & mlFlow☆37Updated 3 years ago
- ☆15Updated last year
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆46Updated 10 months ago
- Collection of Machine Learning Examples for Azure Databricks☆40Updated 4 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…☆14Updated 8 months ago
- A workshop for doing MLOps on Azure Machine Learning☆35Updated 2 years ago
- E2E MLOps with Databricks☆14Updated 2 months ago
- ☆18Updated 6 years ago
- Azure DP-100 Data Scientist Study Guide☆9Updated 3 years ago
- Providing tools and templates to facilitate modern MLOps practices☆81Updated 5 months ago
- Managing Data and Model Drift with Azure Machine Learning☆43Updated 2 years ago
- DevOps for AI project using Azure Databricks, Azure DevOps and Azure Machine Learning Service☆16Updated 3 years ago
- Azure MLOps☆132Updated 11 months ago
- Foundational Training on MlFlow and Data Science on Databricks.☆17Updated 2 years ago
- ☆13Updated 3 years ago