Hello! I am Nura. I write about what I learn, mostly related to concepts in machine learning. A statistician by training, I am passionate about developing robust ways to test and improve AI reliablity aspects - robustness, explainability, and privacy.
Posts
2 Dec 2024
Machine Learning Experiments Done Right
A detailed guideline for designing machine learning experiments that produce reliable, reproducible results.
22 Jan 2024
A straightforward explanation of the linear regression model: how it is defined, how it is optimized, and when to use it.
20 Feb 2022
A simple explanation of neural networks: their definition, optimization, and use cases.
9 Jun 2021
Visualization: European Mobility in 2020
An interactive custom visualization of European mobility in 2020 using d3.js.