zenml-io / zenbytes
A simple guide to MLOps through ZenML and its various integrations.
☆186Updated last year
Alternatives and similar repositories for zenbytes:
Users that are interested in zenbytes are comparing it to the libraries listed below
- A repository for all ZenML projects that are specific production use-cases.☆241Updated this week
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 5 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆182Updated 3 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆133Updated last year
- Demo for CI/CD in a machine learning project☆104Updated last year
- Demo Computer Vision Project☆60Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 7 months ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆211Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆88Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆459Updated 8 months ago
- Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, d…☆17Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 11 months ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 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 …☆236Updated 4 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆105Updated 3 years ago
- ☆47Updated last year
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆127Updated 10 months ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Reference code base for ML Engineering, Manning Publications☆126Updated 3 years ago
- Machine Learning Ops Project☆29Updated last year
- Engineering MLOps, published by Packt☆182Updated 2 years ago
- MLflow related work☆38Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆166Updated 6 months ago
- Demo DVC project training a classification model on tabular data☆40Updated 10 months ago
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆270Updated last year
- ☆31Updated last year