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Writing and notes

Notes on Representation Learning

Published: 01 May 2026Category: Machine LearningBy: Snkar Mam

A concise collection of personal notes and reflections on representation learning, practical experiments, and intuitions from my coursework.

Abstract technology visualization

These notes summarize key intuitions about embeddings, contrastive objectives, latent spaces, and model evaluation.

The goal is to turn course notes and experiments into clear explanations that can be revisited and expanded over time.