🗃️ Archive

2025

November

How to validate DataFrame joins in Python

15th November 2025 — 3 min read

2024

June

Building an Airflow Pipeline That Talks to AWS — Data Pipelines in the Cloud (III)

14th June 2024 — 33 min read

May

Using Amazon Web Services (AWS) with the Command Line — Data Pipelines in the Cloud (II)

12th May 2024 — 25 min read

2023

December

Sharing My Advent of Code 2023 with Quarto (And How You Can Do the Same)

28th December 2023 — 6 min read

August

A Beginner’s Introduction to Airflow with Docker — Data Pipelines in the Cloud (I)

13th August 2023 — 23 min read

2022

May

Matching in R (III): Propensity Scores, Weighting (IPTW) and the Double Robust Estimator

1th May 2022 — 27 min read

March

Matching in R (II): Differences between Matching and Regression

31th March 2022 — 19 min read

February

Matching in R (I): Subclassification, Common Support and the Curse of Dimensionality

27th February 2022 — 37 min read

January

Randomization Inference in R: a better way to compute p-values in randomized experiments

18th January 2022 — 25 min read

2021

December

Analyzing my music collection with Python and R

30th December 2021 — 28 min read

Potential Outcomes Model (or why correlation is not causality)

9th December 2021 — 11 min read

August

July

Introduction to causal diagrams (DAGs)

31th July 2021 — 14 min read