AI article

Section 1: The dataset and the problem

Community description: I am working through Mathematical Foundations of Generative AI, Prof. Prathosh AP's public lectures....

Dev.to | Oct 11, 2026 | Dinesh Kumar Sarangapani

Automated excerpt

Identically distributed: every $x_i$ comes from the same $P_x$. Each point is an independent draw from the same unknown distribution $P_x$. Given $D$, estimate $P_x$ and learn to sample from it.

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