The new meme on the block is MLOps. It’s a chimera of Machine Learning and DevOps that aims to develop tools and best practices to deploy Machine Le

The Wild West of MLOps

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2021-07-08 17:00:10

The new meme on the block is MLOps. It’s a chimera of Machine Learning and DevOps that aims to develop tools and best practices to deploy Machine Learning models in production in a continuous and auditable manner.

Executive all over the world caught up in rigorously defining the ontological taxonomy of Machine Learning, Data Science, Deep Learning and Artificial Intelligence have now switched their attention to productionizing Machine Learning.

It’s time to delete those PowerPoint presentations with “Data is new the oil” and replace them with “Modeling is the easy part”.

Machine Learning solves everything from climate change to economics to drug discovery. Queue a slide with a robotic blue brain

There is an abundance of players in the MLOps space. This spreadsheet by Chip Huyen usually elicits: “wooow there are so many MLOps startups” followed by “welp I guess I’ll get back to whatever I was doing before I saw this spreadsheet”

4. A smug remark on how “Modeling is the easy part” followed by a long explanation of how database management systems work