Ask HN: Where to learn about building AI products? What are some good resources to learn how AI is built into products? How it impacts the development cycle, evals, etc. Looking for books, blogs, any type of resource really! |
Ask HN: Where to learn about building AI products? What are some good resources to learn how AI is built into products? How it impacts the development cycle, evals, etc. Looking for books, blogs, any type of resource really! |
This concept https://scikit-learn.org/stable/modules/calibration.html is the missing link for models that can deliver value commercially. In financial trading, a calibrated model + a Kelly better is a trading system that can make money, an uncalibrated model burns money at best. (See the curve at the top of https://en.wikipedia.org/wiki/Kelly_criterion to realize how worthless uncalibrated predictions are)