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MLOps for Ad Platforms // Andrew Yates // MLOps Coffee Sessions #130
MLOps.community
Building Machine Learning Models Using Data and Measurement Infrastructure
We decided to build our own data and measurement infrastructure because how hard could it be? Well Dan Hill my co-founder is just a genius at building infrastructure and we set up our own data infrastructure. We measure everything in your marketplace, everything in your app. A year is still a very small start I believe eight people but what are the big engineering challenges that you face with such a small team? The style of machine learning that we have you can stack models, you can send to us if it's a user model you can just send it in our user CMS system. If it's an item model you can like send you can like a clustering or embeddings you've uploaded to
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