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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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NATURAL LANGUAGE PROCESSING

4 minutes

Using ZenML with LLMs to Analyze and Version Data from Databases: A Case Study with you-tldr.com and Supabase/GPT-4

Explore how ZenML, an MLOps framework, can be used with large language models (LLMs) like GPT-4 to analyze and version data from databases like Supabase. In this case study, we examine the you-tldr.com website, showcasing ZenML pipelines asynchronously processing video data and generating summaries with GPT-4. Understand how to tackle large language model limitations by versioning data and comparing summaries to unlock your data's potential. Learn how this approach can be easily adapted to work with other databases and LLMs, providing flexibility and versatility for your specific needs.

ZenML Team

All

Natural Language Processing

Tabular Data

Time-series

Computer Vision

Tags

ZenML Team, 5/1/2023

4 minutes

Using ZenML with LLMs to Analyze and Version Data from Databases: A Case Study with you-tldr.com and Supabase/GPT-4

Explore how ZenML, an MLOps framework, can be used with large language models (LLMs) like GPT-4 to analyze and version data from databases like Supabase. In this case study, we examine the you-tldr.com website, showcasing ZenML pipelines asynchronously processing video data and generating summaries with GPT-4. Understand how to tackle large language model limitations by versioning data and comparing summaries to unlock your data's potential. Learn how this approach can be easily adapted to work with other databases and LLMs, providing flexibility and versatility for your specific needs.

ZenML Team, 3/30/2023

4 minutes

Community Support with an LLM-powered Slack bot

Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack Support.

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.

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