AI-ML
Introduction to Large Language Models (LLMs)
A deep dive into how Large Language Models work, from transformers to GPT architecture.
Nov 29, 2025 · 2 min read
AI-ML
AI-ML
Mathematics
PCA Deep Dive: Principal Component Analysis from Theory to Python Code
Master Principal Component Analysis (PCA) - understand the mathematics, implement from scratch in …
Jan 15, 2025 · 12 min read
AI-ML
Mathematics
SVD Explained: Singular Value Decomposition for Data Science
Master Singular Value Decomposition (SVD) - understand the math, implement from scratch, and apply …
Jan 15, 2025 · 9 min read
AI-ML
Mathematics
Understanding Eigenvalues and Eigenvectors in Machine Learning
Master eigenvalues and eigenvectors for ML - geometric intuition, mathematical foundations, PCA …
Jan 15, 2025 · 10 min read
AI-ML
Mathematics
Linear Algebra for Machine Learning: The Complete Beginner's Guide
Master linear algebra fundamentals for machine learning - vectors, matrices, operations, and …
Jan 15, 2025 · 13 min read