Tweeted By @chipro

2. You only have a few ML models in production

Booking, eBay have 100s models in prod. Google has 10000s. An app has multiple features, each might have one or multiple models for different data slices.

You can also serve combos of several models outputs like an ensemble.

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— Chip Huyen (@chipro) September 29, 2020