A home for machine learning projects built using ZenML and various integrations.

Managing our community with a ZenML pipeline.

A project focusing on implementing a pipeline that offers insight into our community.

Summarize Articles with ZenNews

A tool powered by ZenML that can automate the summarization of news sources.

Use ZenML seamlessly with GitHub

A GitHub workflow that automates CI/CD with continuous model training and continuous model deployment to production

NBA Three-Pointer Predictor

Predict the number of three-pointers in the next NBA match.

Forecasting Wind Power Generation

Predict Electricity Power Generation Based On Wind Forecast In Orkney, Scotland

Predicting Customer Loyalty

Will they stay or will they go? Building a Customer Loyalty Predictor

Sign Language Detection with YOLOv5

One of AI's biggest potentials is to help improve and augment the quality of life, especially for people with disabilities. In this project, we show how ZenML empowers users to build, track and deploy a computer vision pipeline using the most popular tools in the industry. You will learn how to train a YOLOv5 model on Vertex AI, track experiments with MLflow, and deploy a BentoML bundle to the Vertex AI endpoint.

Predicting Customer Satisfaction About A Product

Predicting how a customer will feel about a product before they even ordered it