Managing Machine Learning ProjectsSimon Thompson
Managing Machine Learning Projects
by Simon Thompson · first published 2022
2mentions
0recommended by
2HN commenters
2023–2024first – last mentioned
100% neutral
Affiliate links. As an Amazon Associate I earn from qualifying purchases.
I wrote a book https://www.amazon.com/Managing-Machine-Learning-Projects-De... and despite really pushing I've only had three people review it. I asked all my friends, all my contacts, no one would review it! So, it's frustrating.
on “Goodreads asks users to help combat 'review bombing'” ↗…important, and run of the mill - and plot model performance against each one and draw a pareto front so you can see which of your models are off the edge. In fact if you were to look at Figure 8.3 in "Managing Machine Learning Projects" then you would see this kind of thing! But, I'm just an old bot shilling for my product.
on “AI leaderboards are no longer useful. It's time to switch to Pareto curves” ↗