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Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

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Articles · Rebeauty Atlas

HUM AI SCI

PA Pavan pothuganti

I Didn’t Want the Entropy Formula. I Wanted to Know Why It Exists.

“Entropy measures uncertainty.”

Jun 28, 2026 · 3 min read · 0 claps #machine-learning #entropy #decision-tree

ART HUM AI SCI TCH

PY Pythonpom

AI Just Got 10x Faster. This sin() Secret Was Actually Hiding in Plain Sight.

Mar 12, 2026 · 6 min read · 0 claps #ai-speed-optimization #positional-encoding #machine-learning-math

HUM AI SCI

KE Keerthi K · Artificial Intelligence in Plain English

Understanding Mathematics in Machine Learning : Math Made Simple

From school to college and even now, most of us have asked or thought the same question at least once:

Oct 30, 2025 · 6 min read · 5 claps #math-in-ml #machine-learning-math #ml-basics

Understanding Mathematics in Machine Learning : Math Made Simple

HUM AI SCI

AM AmeerSaleem

Cross-entropy loss for ML classification models

How to measure model performance with loss functions.

Aug 10, 2025 · 6 min read · 15 claps #binary-cross-entropy #categorical-cross-entropy #classification-models

Cross-entropy loss for ML classification models

HUM AI SCI

VR Vrushabh zade

Learning mathematics for machine learning

A fundamental math concept in machine learning is the use of vectors from linear algebra. In machine learning, data points and model…

Aug 02, 2025 · 0 min read · 0 claps #machine-learning-math #vector

HUM AI SCI

ME Mehrshad Asadi

Probabilistic Approaches in Our Daily Life and Routine

When I decided to write about probabilistic thinking in my life, I read about machine learning and came across two main approaches: (I)…

Jul 07, 2025 · 6 min read · 0 claps #machine-learning #probability #machine-learning-math

Probabilistic Approaches in Our Daily Life and Routine

DSN HUM AI SCI

EL Elise Fisher

When Linear Algebra Suddenly Made AI Alignment Click

I’m one week into my “Math for Machine Learning” course, and I just had one of those learning moments where something abstract suddenly…

Jul 02, 2025 · 3 min read · 0 claps #ai-alignment-and-safety #linear-algebra #machine-learning-math

AI HUM SCI TCH

NA Naeemah Small

From Equations to Insights: The Mathematics Empowering AI, NLP, and Ontologies

By Naeemah Aliya Small — 7/1/2025

Jul 02, 2025 · 3 min read · 0 claps #ai-algorithms #machine-learning-math #neural-networks

From Equations to Insights: The Mathematics Empowering AI, NLP, and Ontologies

HUM AI SCI

EL Elise Fisher

From Curiosity to Calling: Why I’m becoming an AI Alignment Researcher

“You mean we can’t actually see or know exactly what’s going on in the ‘brain’ of an LLM?” I asked, my jaw dropping.

Jul 01, 2025 · 4 min read · 0 claps #ai-alignment-and-safety #career-transitions #machine-learning-math

ECO HUM AI SCI LIF

RA Rayan Yassminh

Math For ML: The Functions You Need to Know

Functions are a fundamental concept in algebra and a cornerstone of machine learning. At their core, functions define a relationship…

Jun 11, 2025 · 13 min read · 56 claps #linear-algebra #machine-learning-math #mathematical-function

Math For ML: The Functions You Need to Know

HUM AI SCI

JE Jenny Core-Holt

Learning Notes: Basics of Linear Algebra for Data Analysts

Today I am covering the topic of three key concepts: scalars, vectors, and matrices, and exploring their significance in data analysis.

Mar 07, 2025 · 2 min read · 0 claps #linear-algebra #machine-learning-math #data-analyst