santiagxf / mlflow-deployments
Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.
☆16Updated last year
Alternatives and similar repositories for mlflow-deployments:
Users that are interested in mlflow-deployments are comparing it to the libraries listed below
- Managing Data and Model Drift with Azure Machine Learning☆43Updated 2 years ago
- Capturing model drift and handling its response - Example webinar☆107Updated 5 years ago
- ☆27Updated 2 years ago
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.☆38Updated 2 years ago
- Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.☆15Updated last year
- ☆30Updated 2 years ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- ☆39Updated 3 years ago
- ☆33Updated last month
- Providing tools and templates to facilitate modern MLOps practices☆82Updated 7 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- ☆14Updated last year
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆47Updated last year
- ML Ops Accelerator: Databricks & Azure Machine Learning Unification☆72Updated 7 months ago
- Notes from our NLP reading club!☆16Updated 3 years ago
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆32Updated last year
- Turning AML compute into Ray cluster☆77Updated 2 years ago
- ☆16Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 11 months ago
- MLOps maturity assessment☆60Updated last year
- Tuning the Finetuning: An exploration of achieving success with QLoRA☆43Updated 10 months ago
- Samples 2023☆41Updated last year
- Data Science Quick Tips Repository!☆47Updated last year
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆62Updated 3 years ago
- ☆23Updated 9 months ago
- Mastering Azure Machine Learning - Second Edition, published by Packt☆36Updated last year
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago