6. Regularización y selección de modelos

Playlist en:    • Evaluación y selección de modelos. Aprendi...   Clase del Grado en Ingeniería de Organización Industrial de la Universidad de Burgos. Fuertemente basado en los excelentes cursos de Andrew Ng (https://www.coursera.org/learn/machin...) y de Trevor Hastie y Robert Tibshirani (https://online.stanford.edu/courses/s...) The following is an awesome book to learn more about this: Hastie, T., Tibshirani, R. & Friedman, J. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Second Edition. http://statweb.stanford.edu/~tibs/Ele...

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1. Introducción al análisis de series temporales con Machine Learning (1/4)

Cross-validation (o Validación Cruzada) para Evaluar Modelos de Machine Learning con Python
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Cross-validation (o Validación Cruzada) para Evaluar Modelos de Machine Learning con Python

2.6.1 Master's in Global Health Economics | Deterministic vs Probabilistic Sensitivity Analysis
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2.6.1 Master's in Global Health Economics | Deterministic vs Probabilistic Sensitivity Analysis

Regularization Part 1: Ridge (L2) Regression
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Regularization Part 1: Ridge (L2) Regression

Statistics - A Full Lecture to learn Data Science (2025 Version)
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Statistics - A Full Lecture to learn Data Science (2025 Version)

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Técnicas de regularización para redes neuronales

Locally Weighted & Logistic Regression | Stanford CS229: Machine Learning - Lecture 3 (Autumn 2018)
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Locally Weighted & Logistic Regression | Stanford CS229: Machine Learning - Lecture 3 (Autumn 2018)

Instrumental Worship Guitar : Best Worship Song | Peaceful, Relaxing Instrumental Hymns on Guitar
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Instrumental Worship Guitar : Best Worship Song | Peaceful, Relaxing Instrumental Hymns on Guitar

Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
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Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn

Ni muy muy, Ni tan tan: Subajuste y Sobreajuste (under- & overfitting) - Machine Learning con Python
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Ni muy muy, Ni tan tan: Subajuste y Sobreajuste (under- & overfitting) - Machine Learning con Python

ASMR Best Triggers For Sleep Collection (No Talking) 3 Hours of Tapping & Scratching
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ASMR Best Triggers For Sleep Collection (No Talking) 3 Hours of Tapping & Scratching

LASSO explained: Machine learning in Excel
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LASSO explained: Machine learning in Excel

1. Sobreajuste (overfitting) y subajuste (underfitting) en Machine Learning (1/2)
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1. Sobreajuste (overfitting) y subajuste (underfitting) en Machine Learning (1/2)

40Hz Binaural Gamma Waves - Ultra Deep Concentration
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40Hz Binaural Gamma Waves - Ultra Deep Concentration

Machine Learning for Everybody – Full Course
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Machine Learning for Everybody – Full Course

7 de 8  MACHINE LEARNING | TEORIA | Regularización
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7 de 8 MACHINE LEARNING | TEORIA | Regularización

El APRENDIZAJE POR REFUERZO: la guía DEFINITIVA
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El APRENDIZAJE POR REFUERZO: la guía DEFINITIVA

Aprendizaje Estadístico. Clase 06: Regresión Ridge y Lasso
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Aprendizaje Estadístico. Clase 06: Regresión Ridge y Lasso

Qué es overfitting y underfitting y cómo solucionarlo
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Qué es overfitting y underfitting y cómo solucionarlo

Power BI FULL COURSE for Beginners | Learn Dashboards & Reports Fast!
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Power BI FULL COURSE for Beginners | Learn Dashboards & Reports Fast!