Tag / optimize model

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  • Notes about Structuring Machine Learning Projects by Andrew Ng (Part II)

    I am following the course “Structuring Machine learning projects” in Coursera, and I am sharing a brief summary, this is the initial summary about the first part of the course, and his is the second part. . General considerations: This second part of the week 1 is more complex than the initial set of talks,…

  • Multiple lineal regression (II) Improving the model

    En este post empezamos a trabajar con linear regression, en esta segunda parte vamos a trabajar para mejorar la performance de nuestro modelo, principalmente agregando relaciones entre variables. Mejorando el modelo Vamos a agregar tres nuevas relaciones a traves de la creacion de tres nuevas variables en nuestro dataset: Cambio de la variable edad de…