microsoft / MLOpsLinks
MLOps examples
☆2,072Updated last year
Alternatives and similar repositories for MLOps
Users that are interested in MLOps are comparing it to the libraries listed below
Sorting:
- MLOps using Azure ML Services and Azure DevOps☆1,291Updated 2 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,287Updated last year
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆611Updated last month
- CDF SIG MLOps☆632Updated last year
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆320Updated last year
- [Book-2021] Practical MLOps O'Reilly Book☆925Updated last year
- A curated list of awesome MLOps tools☆4,997Updated last month
- Public repo for DeepLearning.AI MLEP Specialization☆1,945Updated last year
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆685Updated last year
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,058Updated 4 years ago
- Official community-driven Azure Machine Learning examples, tested with GitHub Actions.☆1,978Updated this week
- Exercises and supplementary material for the machine learning operations course at DTU.☆773Updated last week
- MLOps tutorial using Python, Docker and Kubernetes.☆408Updated last year
- Azure MLOps☆155Updated last year
- ☆834Updated 2 weeks ago
- Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft☆4,354Updated 10 months ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆95Updated 10 months ago
- All the available resources to master MLOPS from scratch☆361Updated last year
- Code for the online course "Deployment of Machine Learning Models"☆886Updated last year
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆421Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 8 months ago
- A curated list of references for MLOps☆13,624Updated last year
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,397Updated last week
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆961Updated last year
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆608Updated 2 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆241Updated 5 years ago
- [DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template☆117Updated 2 years ago
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process …☆524Updated 4 years ago
- ☆708Updated 3 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 years ago