Rocket-Powered Data Science

FEBRUARY 15, 2023

Those F’s are: Fragility, Friction, and FUD (Fear, Uncertainty, Doubt). encouraging and rewarding) a culture of experimentation across the organization. Encourage and reward a Culture of Experimentation that learns from failure, “ Test, or get fired! The latter is essential for Generative AI implementations.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

O'Reilly on Data

MARCH 31, 2020

Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. You might have millions of short videos , with user ratings and limited metadata about the creators or content. Models within AI products change the same world they try to predict.

Management 327

Management Machine Learning Experimentation Metrics 327

Occam's Razor

APRIL 8, 2013

Maybe they analyzed the metadata from pictures and found that there was a strong correlation between properties that rented often and expensive camera models. They might deal with uncertainty, but they're not random. Maybe they found that people would most often abandon a listing right after seeing photographs.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156