Tomás Codina

Tomás Codina

Theoretical Physicist
Data Science
and Machine Learning

Posts by Tags

category1

Generalized Linear Models

12 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bTe}{\pmb{T}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} \newcommand{\bg}{\pmb{g}} $

Linear Models for Classification

13 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bTe}{\pmb{T}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

Linear Regression: a Practical Example with Car Prices Dataset

23 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

Linear Regression: Theory

19 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

category2

Generalized Linear Models

12 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bTe}{\pmb{T}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} \newcommand{\bg}{\pmb{g}} $

Linear Models for Classification

13 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bTe}{\pmb{T}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

Linear Regression: a Practical Example with Car Prices Dataset

23 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

Linear Regression: Theory

19 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

cool posts

Generalized Linear Models

12 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bTe}{\pmb{T}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} \newcommand{\bg}{\pmb{g}} $

Linear Models for Classification

13 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bTe}{\pmb{T}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

Linear Regression: a Practical Example with Car Prices Dataset

23 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $

Linear Regression: Theory

19 minute read

Published:

$ \newcommand{\bx}{\pmb{x}} \newcommand{\by}{\pmb{y}} \newcommand{\bX}{\pmb{X}} \newcommand{\bY}{\pmb{Y}} \newcommand{\bT}{\pmb{\Theta}} \newcommand{\bp}{\pmb{\phi}} \newcommand{\bP}{\pmb{\Phi}} \newcommand{\bh}{\pmb{h}} $