Linklog

This is my Linklog where I keep links to my favorite content on the Internet. It's a great way to keep this content as reference while also sharing articles and tools I encounter and find interesting.

April 2026

Gaussian Processes (dani2442.github.io) #bayesian-statistics #data-science

This is a really cool explanation of Gaussian Processes from a more theoretical perspective.

March 2026

Tis the Season...to be Bayesian! (multithreaded.stitchfix.com) #bayesian-statistics #statistics #forecasting #data-science

Modeling holiday effects in timeseries forecasting is no easy feat, and this article shows how bayesian methods can really help with that. A great read!

April 2025

A Visual Exploration of Gaussian Processes (distill.pub) #optimization #bayesian-statistics

This is a very thorough and well designed visual introduction to Gaussian Processes and Bayesian optimisation. The article features interactive visualisations, which I found great to truly get a feel for what's happening.

February 2025

Bayesian Methods for Hackers (dataorigami.net) #statistics #python #bayesian-statistics

An illustrated introduction to Bayesian statistics using Jupyter notebooks. I was always confused about the difference between Bayesian and Frequentist approaches until I read this.