#yimeStories

Insights, ideas, and deep dives from the engineers, researchers, and builders at YIME — published on Medium, LinkedIn, Hashnode, and beyond.

01 — Featured Story

Most recent from
the YIME team

Medium

Self-Organzing Maps

From Clusters to Concepts: Map-Based Learning for Explainable AI using Self-Organizing Maps

We explore Self-Organizing Maps (SOMs) — These maps don’t just cluster data — they help uncover concepts like “high-risk patient” or “anomalous transaction,” enabling models that are not only accurate but also explainable.

Data Science Self Organizing Maps Clustering Explainable AI

YIME Team June 2025

12 min read

Read on Medium

02 — All Stories

Written by our team

Medium

Custom ML Models

Explainable AISelf Organizing Maps

From Clusters to Concepts: Map-Based Learning for Explainable AI using Self-Organizing Maps

We’ll walk through how SOMs work, why they matter for Explainable AI, and how they can be applied in real-world domains like healthcare. If you’ve ever wondered how to bridge the gap between machine learning outputs and human understanding

Recommendation SystemNLP

Inside Medium’s Recommendation Engine: How It Knows What You’ll Love

This article is a journey into how platforms like Medium make these decisions — what they might be tracking, how they match content to users, and the tech sorcery behind it all. So grab a coffee (or don’t, Medium will probably recommend an article about caffeine soon) and let’s dive into the world behind your reading feed.

Fine-TuningLarge Language Models

Customizing AI for your Brand: A Deep Dive into LLM Fine-Tuning

This article uncover the techniques that fine-tune them into precise, task-specific tools. We’ll explore 10 fine-tuning methods, including RLHF, Constitutional-AI, RAG, LoRA, QLoRA, etc along with detailed mathematical representations.

YIME Team April 2025

34 min

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#yimeStories

Most recent fromthe YIME team

From Clusters to Concepts: Map-Based Learning for Explainable AI using Self-Organizing Maps

Written by our team

From Clusters to Concepts: Map-Based Learning for Explainable AI using Self-Organizing Maps

Inside Medium’s Recommendation Engine: How It Knows What You’ll Love

Customizing AI for your Brand: A Deep Dive into LLM Fine-Tuning

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Most recent from
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