Archives
All the articles I've archived.
TIL 2024-11-07: LUKS with USB unlock
Published:
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.
Por que novas cloroquinas virão
Published:Nós devemos focar em explicar por que terapias ineficazes podem parecer serem muito eficazes e mostrar os benefícios de ensaios clínicos de qualidade.
Why new hydroxichloroquines will come
Published:We should focus on explaining why ineffective therapies can appear to be very effective and show the benefits of proper clinical trials.
The basics of outlier detection
Published:This post is intended to explain the basics of outlier detection and removal and, more specifically, to highlight some common mistakes.
Twitter sentiment classification - Part 2
Published:We'll use Recurrent Neural Networks to classify the Sentiment140 dataset into positive or negative tweets.
Twitter sentiment classification - Part 1
Published:A sentiment classification project utilizing logistic regression on the Sentiment140 dataset.
Exploratory data analysis: the WHO suicide dataset
Published:Exploratory data analysis is essential to construct hypothesis. Today we’ll explore the WHO Suicide Statistics database (version from Kaggle). It consists of a single CSV table, with 43776 instances of merely 6 variables.
Exploring Fractals With Pytorch
Published:Let's use PyTorch to analyze 3D fractals by implementing the box-counting algorithm and calculate the fractal dimension and lacunarity of a given image.
Battleship Heuristics
Published:Implementing an algorithm for playing Battleship that uses heuristics.