jacopotagliabue / no-ops-machine-learningLinks
A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.
☆37Updated 4 years ago
Alternatives and similar repositories for no-ops-machine-learning
Users that are interested in no-ops-machine-learning are comparing it to the libraries listed below
Sorting:
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 2 months ago
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Projects developed by Domino's R&D team☆78Updated 3 years ago
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago
- Joining the modern data stack with the modern ML stack☆198Updated 2 years ago
- Machine Learning Projects with Flytekit☆37Updated 2 years ago
- Best practices for engineering ML pipelines.☆35Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- Metadata store for Production ML☆88Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 6 months ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆238Updated 2 years ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- Scaling Python Machine Learning☆47Updated last year
- ☆12Updated last year
- Super Simple Similarities Service☆152Updated 3 months ago
- The fast.ai data ethics course☆16Updated 2 years ago
- This is a repository for the Duke University Cloud Computing course project on Serveless Data Engineering Pipeline. For this project, I r…☆19Updated 4 years ago
- Enterprise Solution for Text Classification (using BERT)☆10Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- Serverless Python with Ray☆57Updated 2 years ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆45Updated 2 years ago
- mlctl is the control plane for MLOps. It provides a CLI and a Python SDK for supporting key operations related to MLOps, such as "model t…☆25Updated 3 years ago
- Public repository for the Search Fundamentals course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/cour…☆44Updated last year
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year