Posts
All the long-form articles I've posted.
Climbing trees 2: implementing decision trees
Published:Implementing classification and regression trees (CART) in Python with categorical feature support.
Climbing trees 1: what are decision trees?
Published:This is the first in a series of posts about decision trees in the context of machine learning. The goal here is to provide a foundational understanding of decision trees and to implement them.
Regression to the mean
Published:Exploring regression to the mean
Different lists
Published:Exploring the differences between lists in Go and Elixir
Como criptografar seu computador com LUKS e TPM + senha
Published:Tutorial de como criptografar um disco com LUKS, TPM + senha no Linux
Como configurar e usar um cluster de Apache Spark em sua rede local
Published:Tutorial de como transformar seu computador antigo em um servidor com Apache Spark e Apache Hadoop
Survival analysis with Cox reggression - heart failure data
Published:Last time, we used decision trees, binarization and logistic regression to predict heart failure mortality in a public dataset. Here, we'll use Cox regression to more adequately model survival data.
The power of simple models: predicting heart failure mortality
Published:We'll predict heart failure mortality using a simplified model.
O que NÃO É a eficácia de uma vacina
Published:O que exatamente é a eficácia de uma vacina? Esse número se tornou muito popular, mas nem todas as interpretações sobre ele estão corretas.
What are NOT p-values?
Published:What exactly is a p-value? Let's define the p-value and then look at what it is not.