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
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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
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Natural Language Processing
Tabular Data
Time-series
Computer Vision
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ZenML Team, 5/1/2023
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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
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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
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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
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4 minutes
Summarize Articles with ZenNews
A tool powered by ZenML that can automate the summarization of news sources.
ZenML Team, 1/31/2023
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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
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5 minutes
NBA Three-Pointer Predictor
Predict the number of three-pointers in the next NBA match.
ZenML Team, 11/15/2022
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3 minutes
Forecasting Wind Power Generation
Predict Electricity Power Generation Based On Wind Forecast In Orkney, Scotland
ZenML Team, 11/13/2022
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3 minutes
Predicting Customer Loyalty
Will they stay or will they go? Building a Customer Loyalty Predictor
ZenML Team, 11/12/2022
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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.
