alecor.net — tagged "ML"

2026-02-07

Core Concepts Behind Modern AI Systems

Modern AI systems may look diverse on the surface, but under the hood they rely on a small set of recurring architectural and training ideas. This article distills foundational concepts—ranging...

Data Science · Machine Learning data science AI ML LLMs Generative AI MLOps Deep Learning English

2025-01-03

How could Spotify's Discover Weekly recommendation system work?

Thinking and describing how Spotify's Discover Weekly leverages machine learning and statistical models to generate personalized music recommendations.

Data Science · AI ML Recommendation Systems English

2024-10-31

Understanding ML Metrics: Recall, Precision, and F1 Score

This article uses a fruit basket analogy to explain key concepts in machine learning evaluation metrics, including recall, precision, and F1 score, making it easier to understand how these metrics...

Data Science · Machine Learning data science AI ML English

2024-10-30

Entendiendo el Aprendizaje Automático: Una Guía Amigable

Si alguna vez te has preguntado cómo tus aplicaciones favoritas parecen saber lo que te gusta o cómo los autos autónomos navegan por las calles, estás en el lugar adecuado. En este artículo,...

Ciencia de Datos · Aprendizaje Automático ciencia de datos IA ML Español

2024-10-30

Understanding Machine Learning: A Friendly Guide

If you've ever wondered how your favorite apps seem to know what you like, or how self-driving cars navigate the streets, you're in the right place. In this article, we'll break down the basics of...

Data Science · Machine Learning data science AI ML English