MLOps examples
☆2,109Aug 2, 2024Updated last year
Alternatives and similar repositories for MLOps
Users that are interested in MLOps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MLOps using Azure ML Services and Azure DevOps☆1,317Aug 5, 2023Updated 2 years ago
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆328Feb 29, 2024Updated 2 years ago
- All the available resources to master MLOPS from scratch☆379May 7, 2024Updated 2 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,385Aug 16, 2024Updated last year
- Exercises and supplementary material for the machine learning operations course at DTU.☆800Jul 12, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A curated list of references for MLOps☆13,954Nov 21, 2024Updated last year
- A curated list of awesome MLOps tools☆5,211Apr 29, 2026Updated 2 months ago
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆684Sep 24, 2024Updated last year
- Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft☆4,414Mar 14, 2025Updated last year
- ☆8,895Sep 22, 2024Updated last year
- Example Azure Pipeline to train and deploy a machine learning model using the Azure Machine Learning service☆115Jul 22, 2022Updated 3 years ago
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆643Jun 3, 2026Updated last month
- ☆198Sep 23, 2022Updated 3 years ago
- Official community-driven Azure Machine Learning examples, tested with GitHub Actions.☆2,011Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Modular and minimalistic MLOps recipes☆71Mar 2, 2020Updated 6 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,776Updated this week
- This repo demonstrates GitHub actions to build and deploy your ML application☆38Feb 12, 2024Updated 2 years ago
- Free MLOps course from DataTalks.Club☆14,956Jun 10, 2026Updated last month
- Template for getting started with automated ML Ops on Azure Machine Learning☆131Jun 21, 2022Updated 4 years ago
- Access all demo content as demonstrated in the AI sessions at Build 2019☆33May 15, 2019Updated 7 years ago
- MLOps practices using Azure ML service with Python SDK and Databricks for model training☆46Apr 6, 2020Updated 6 years ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,761Mar 23, 2026Updated 3 months ago
- Operationalize a video anomaly detection model with Azure ML☆137Jun 12, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆52Mar 18, 2024Updated 2 years ago
- End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service☆402Jun 12, 2023Updated 3 years ago
- Samples for use with MLOps☆13Jul 6, 2023Updated 3 years ago
- Support ML teams to accelerate their model deployment to production leveraging Azure☆92Aug 5, 2024Updated last year
- Learn how to develop, deploy and iterate on production-grade ML applications.☆48,708Mar 4, 2026Updated 4 months ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,042Updated this week
- Docker containers for running training scripts on AzureML☆239Jun 11, 2026Updated last month
- Azure Search Knowledge Mining Accelerator☆397Jul 28, 2025Updated 11 months ago
- Providing tools and templates to facilitate modern MLOps practices☆90Aug 16, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CDF SIG MLOps☆633Nov 30, 2024Updated last year
- Example of using HyperDrive to tune a regular ML learner.☆63Apr 7, 2020Updated 6 years ago
- The Open Source Feature Store for AI/ML☆7,131Updated this week
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆143May 6, 2026Updated 2 months ago
- Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning☆47Aug 27, 2020Updated 5 years ago
- This is a template used for setting up a machine learning project running on Azure Machine Learning☆33Dec 18, 2020Updated 5 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,482Updated this week