William Caicedo-Torres, PhD – Medium

William Caicedo-Torres, PhD

William Caicedo-Torres, PhD
in
Towards Data Science

An Accessible Derivation of Linear Regression

The math behind the model, from additive assumptions to pseudoinverse matrices

Aug 23, 2023

An Accessible Derivation of Linear Regression

Aug 23, 2023

William Caicedo-Torres, PhD
in
Better Programming

An Accessible Derivation of Logistic Regression

The math behind the model, from Bernoulli to Cross-Entropy

Feb 25, 2023

An Accessible Derivation of Logistic Regression

Feb 25, 2023

William Caicedo-Torres, PhD

Identifying Returning Moviegoers With Machine Learning

At Movio, our core mission is to connect moviegoers to their ideal movie, so everyone can experience the magic of cinema. Because of this…

Jun 10, 2021

Identifying Returning Moviegoers With Machine Learning

Jun 10, 2021

William Caicedo-Torres, PhD

Cómo los epidemiólogos hacen magia y modelan las epidemias (para dummies)

De la intuición detrás de los modelos epidemiológicos y por qué son tan útiles en manos de los expertos

Apr 18, 2020

Cómo los epidemiólogos hacen magia y modelan las epidemias (para dummies)

Apr 18, 2020

William Caicedo-Torres, PhD
in
Analytics Vidhya

How epidemiologists do their magic and model outbreaks(for the rest of us)

Intuitions behind epidemic models and why they are so useful for experts

Apr 14, 2020

How epidemiologists do their magic and model outbreaks(for the rest of us)

Apr 14, 2020

William Caicedo-Torres, PhD

William Caicedo-Torres, PhD

Global Head of Data Science and Analytics @Vista Group (https://vistagroup.co.nz) | PhD Auckland University of Technology | RecSys, NLP, MLOps

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