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Write "What is MLOps" page #2

Open mariyadavydova opened 3 years ago

mariyadavydova commented 3 years ago
dpbrinkm commented 3 years ago

If you need help on this let me know because we have had a few talks on the differences between devops and MLOps. I am thinking about writing a blog post on it and we can recycle the blog post for this? what do you think?

dpbrinkm commented 3 years ago

As for the What is MLOps question and where to start I think we can link to all these blogposts that have been shared around the topic and also clear up a few questions people tend to ask like

  1. how much data science and ML should I know doing MLOps?

  2. what are the main parts of the ML lifecycle and how does that fit into the bigger picture

  3. where are some resources to start? what should i learn first

  4. ^^ we can talk about the different types of ppl coming to MLOps. SE Data scientist, data analyst. and talk about how it will be very much about architecture and there is a fair amount of coding

  5. Talk about some common tools like Neu.ro :) <--- but maybe this should be a separate post?

aponte411 commented 3 years ago

I'm fine with the recent Google definition unless there are any objections, we can always modify it and make it more our own: "MLOps is an ML engineering culture and practice that aims at unifying ML system development (Dev) and ML system operations (Ops)."