Jimaras08 / mlops-lab-example-yelp

Related projects: ⓘ

• bodywork-ml / ml-pipeline-engineering
  Best practices for engineering ML pipelines.
  ☆37Updated 2 years ago
• jacopotagliabue / no-ops-machine-learning
  A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.
  ☆36Updated 3 years ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆62Updated last month
• rocket9-code / mlflow-deployment-controller
  Listens MLFlow model registry changes and deploy models based on configurations
  ☆21Updated last year
• shreyashankar / debugging-ml-talk
  Code accompanying the "Debugging machine learning in production" talk
  ☆29Updated 2 years ago
• elleobrien / automatic_testing
  ☆21Updated last year
• iterative / awesome-iterative-projects
  A list of projects relying on Iterative.AI tools to achieve awesomeness
  ☆64Updated 2 months ago
• zademn / mnist-mlops-learning
  In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
  ☆104Updated 2 years ago
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆39Updated last year
• sayakpaul / ml-deployment-k8s-fastapi
  This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
  ☆193Updated 2 years ago
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆86Updated last year
• jmeisele / ml-ops
  Get your MLOps (Level 1) platform started and going fast.
  ☆119Updated last year
• iterative / example-get-started-experiments
  Get started DVC project
  ☆45Updated 2 months ago
• bentoml / gallery
  BentoML Example Projects 🎨
  ☆134Updated 2 years ago
• outerbounds / dsbook
  Code samples for the Effective Data Science Infrastructure book
  ☆106Updated last year
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆247Updated last week
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆81Updated 2 years ago
• DanilBaibak / ml-in-production
  The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.
  ☆52Updated last year
• feast-dev / feast-workshop
  A workshop with several modules to help learn Feast, an open-source feature store
  ☆82Updated last week
• mlops-guide / dvc-gitactions
  Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…
  ☆42Updated 2 years ago
• khuyentran1401 / employee-future-prediction
  Demo for Using GitHub Actions in MLOps
  ☆40Updated 2 years ago
• liartem / mlops-zoomcamp
  ☆14Updated last year
• GokuMohandas / feature-store
  Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
  ☆51Updated 2 years ago
• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆141Updated 5 months ago
• thejat / mlops-notebooks
  ☆64Updated last month
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆101Updated last year
• mlflow / recipes-regression-template
  Template repo for kickstarting recipes for regression use case
  ☆49Updated 4 months ago
• iterative / cml_dvc_case
  ☆17Updated 10 months ago
• sejalv / serverless-ml-workshop
  Deployment of ML models with Serverless APIs (AWS Lambda) and Docker
  ☆23Updated 3 years ago
• iterative / dataset-registry
  Dataset registry DVC project
  ☆67Updated 4 months ago