Sylla N'faly

Sylla N'faly

Software | Data Engineer

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Descente de Gradient : intuition, choix du pas et cas concrets en R

Une introduction limpide à la descente de gradient : intuition, choix du pas (exact, Armijo/Wolfe, dichotomie) et cas concrets en R.

S

SYLLA N'faly

Software Engineer

Aug 09, 202412 min read
#R#Math#Optimization#Machine Learning
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Artificial Intelligence

The Anatomy of Machine Learning: Data, Models, Loss, and Optimization

A first-principles exploration of how machines learn from data — covering function approximation, model capacity, generalization, and the mechanics of optimization.

Jan 05, 2026•18 min read