Abdelrahman MohamedWork with me

Writing

Notes

Things I worked out and wrote down — usually because I could not find a straight answer the first time.

2025

How Machines Actually LearnIt's not magic, it's science: a model guesses, checks how wrong it was, and adjusts. Walked through with nothing but high-school algebra.24 Jul 2025 · 2 min

2024

Building an Interactive Dashboard in a Jupyter NotebookYou don't need a separate BI tool to explore data interactively — ipywidgets gets you dropdowns, buttons, and live updating charts right inside the notebook.27 Oct 2024 · 1 min