AI-Enthusiast

Mastering Chunking Strategies in RAG: From Fixed-Size Splits to Semantic Intelligence

Entropy & Information Gain: The Brains of Decision Trees

Entropy and Information Gain in Decision…

Cross-Entropy and Log Loss: Mathematical Foundations and Their Use in Classification

Gibbs’ Inequality: The Hidden Law Behind Machine Learning Losses

Gibbs’ Inequality in Machine…

Heap’s Law in NLP: Predicting Vocabulary Growth with Precision

Heap’s Law in NLP: Understanding…

Retrieval-Augmented Generation (RAG): Building an API for Smarter AI Responses

Retrieval-Augmented…

Zipf’s Law: The Hidden Order in Words

Discover how Zipf’s Law shapes NLP & Machine Learning — from…

Vapnik–Chervonenkis (VC) Theory: The Foundation of Statistical Learning

Discover VC Theory in machine…

DeepSeek-R1: Redefining Open-Source Reasoning in LLMs

Discover how DeepSeek-R1 uses advanced RL and…