Didi Tech
Apr 22, 2020 · Big Data
Understanding the Three Core Layers of a Data Product: Application, Data, and Algorithm
A data product succeeds by aligning three core layers—an application layer that defines the business goal, a data layer that gathers and organizes high‑quality datasets, and an algorithm layer that applies statistical and AI techniques—to transform raw data into actionable solutions for users, enterprises, or governments.
AIApplication LayerData Layer
0 likes · 12 min read