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ZenML Projects

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

Browse our projects for everything you need to replicate a production-grade use case - demo, video, blog, and code.

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TABULAR DATA

3 minutes

Managing our community with a ZenML pipeline.

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

ZenML Team

All

Tabular Data

Natural Language Processing

Time-series

Computer Vision

Tags

ZenML Team, 3/12/2023

3 minutes

Managing our community with a ZenML pipeline.

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

ZenML Team, 2/23/2023

4 minutes

Summarize Articles with ZenNews

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

ZenML Team, 1/31/2023

4 minutes

Use ZenML seamlessly with GitHub

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

ZenML Team, 12/8/2022

5 minutes

NBA Three-Pointer Predictor

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

ZenML Team, 11/15/2022

3 minutes

Forecasting Wind Power Generation

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

ZenML Team, 11/13/2022

3 minutes

Predicting Customer Loyalty

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

ZenML Team, 11/12/2022

8 minutes

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.

ZenML Team, 11/1/2022

8 minutes

Predicting Customer Satisfaction About A Product

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

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