Machine learning on image-like data can be many things: fun (dogs vs. cats), societally useful (medical imaging), or societally harmful (surveillance). In comparison, tabular data – the bread and butter of data science – may seem more mundane. What’s more, if you’re particularly interested in deep learning (DL), and looking ...

In two recent posts, one on the Disease Progression Model and the other on Fake Data, I highlighted some of R's tools for simulating data that exhibit desired correlations and other statistical properties. In this post, I’ll focus on a sma...

Introduction In this blog post I’ll be talking about my submission to the 2020 RStudio Table contest: A xG and shots timeline table for soccer/football matches powered by data from understat.com! I started out in soccer analy...

Jitsi Meet is a self-hosted Free and Open-Source Software (FOSS) video conferencing solution. During the recent COVID-19 pandemic the project became quite popular and many companies decided to host their own Jitsi instance.

Jitsi Meet is a self-hosted Free and Open-Source Software (FOSS) video conferencing solution. During the recent COVID-19 pandemic the project became quite popular and many companies decided to host their own Jitsi instance.

I have found the following commands quite useful during the EDA part of any Data Science project. We will work ... Read moreTidyverse Tips

BASIC XAIBASIC XAI with DALEX — Part 2: Permutation-based variable importanceIntroduction to model exploration with code examples for R and Python.By Anna KozakWelcome to the “BASIC XAI with DALEX” series.In this post, we present the permutation-based ...