globalminima
globalminima t1_iwe6aeh wrote
Reply to comment by sgt102 in [D] I Wrote a book "Managing Machine Learning Projects" by sgt102
The problem with most guides and even ML frameworks (e.g. MLFlow) is that they do everything pretty well up to deployment, and then offer only very basic options that are not really fit-for-purpose for intermediate or advanced systems. It's definitely the biggest differentiator between the best resources and everything else
globalminima t1_iwe6j08 wrote
Reply to comment by sgt102 in [D] I Wrote a book "Managing Machine Learning Projects" by sgt102
There is no mention of monitoring, maintenance or retraining - does chapter 9 go into this? This is a big blind-spot if it's not there (and where most of the problems happen for inexperienced ML engineers)