All posts

Blog category · 2 posts

ML / DL

Essays, experiments, and learning notes filed under ML / DL.

01

Machine Learning and Deep Learning: The Complete Concept Map

A structured guide to the main ML and DL concepts, from data and evaluation to neural networks, transformers, and deployment.

02

Machine Learning for Satellite Imaging: Teaching Models to Read Earth

How ML and deep learning turn multispectral satellite data into maps of land, water, crops, cities, disasters, and change.