Sylla N'faly

Sylla N'faly

Software | Data Engineer

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Blog & Insights

Technical deep-dives, experiments, and lessons learned from the digital laboratory. Exploring code, systems, and the craft of building software.

Read The Anatomy of Machine Learning: Data, Models, Loss, and Optimization
Artificial Intelligencefeatured
Jan 05, 202618 min read

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.

SN
SYLLA N'falySoftware Engineer
read article
#Machine Learning#Optimization#Generalization#Neural Networks#Mathematics#Deep Learning
Read Descente de Gradient : intuition, choix du pas et cas concrets en R
Optimisationfeatured
Aug 09, 202412 min read

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.

SN
SYLLA N'falySoftware Engineer
read article
#R#Math#Optimization#Machine Learning

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