kristenkehrer
Re:Ask HN: How do you like to version datasets for production ML systems?
on Tuesday November 29, 2022 @01:55PM (#33791593)
I use CometML (because I work there), but creating data artifacts and versioning my data have made life so much easier.. especially if I put a project down for a bit and try to pick it back up.
Re:Ask HN: What do you use to communicate data analysis?
on Monday November 14, 2022 @04:45PM (#33601639)
Depends on the audience. Anyone non-technical will see a lovely PPT. Other technical teammates will see my CometML dashboard, but may also see the PPT in addition if there is business impact that has been quantified and needs to be shared. I'd only be sharing a notebook if I was helping someone do something similar, I don't normally do anything fancy with my notebooks.
Re:MLOps is part of DevOps. Not a fork – my thoughts on THE MLOps paper
on Thursday October 06, 2022 @10:12AM (#33108381)
Loved the article. Specifically the chart of ML Knowledge vs. Software Eng knowledge. I don't know that I agree that ML is just a special type of software, but regardless I'm with you on "Model monitoring tools will merge with the DevOps monitoring stack. Probably sooner than you think."