Team Two - 2nd Place in ZenML Month of MLOps 2022

This is a recording of the winners' presentation during the closing ceremony of ZenML's Month of MLOps Competition. The goal of the competition is to pick an ML problem of your choice and put them into a production-ready stack in 4 weeks.
Each week in the competition, we had a theme to set the pace and rhythm for the competition.
‣ Week 1 - Encourage team formation and coming up with a problem and a prototype.
‣ Week 2 - Experimenting with models/data and iterating.
‣ Week 3 - Deploying models.
‣ Week 4 - Monitoring data models drift.
We had some of the best in MLOps be the judges of the competition -
‣ Charles Frye, a core instructor at the amazing Full Stack Deep Learning course.
‣ Anthony Goldbloom, co-founder and former CEO of Kaggle.
‣ Chip Huyen, author of 'Designing Machine Learning Systems' and co-founder of Claypot AI
‣ Goku Mohandas, founder of Made With ML, another essential course in production ML.
🎯 Link to the project repo -
github.com/two...
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ZenML is an extensible, open-source MLOps framework for creating portable, production-ready MLOps pipelines. It's built for Data Scientists, ML Engineers, and MLOps Developers to collaborate as they develop to production.
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