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Looking Inside Large Language Models

Apr 20 · 29 min read · Introduction Now that we have a solid understanding of how text is broken into tokens and represented as numerical embeddings, it's time to go a level deeper — inside the language model itself. In thi

Token and Embeddings

Mar 29 · 25 min read · Introduction Before you can truly understand how Large Language Models work — how they are built, how they process language, and where they are headed — you need to get comfortable with two fundamenta

Introduction to Large Language Models: From Bag-of-Words to Transformers

Mar 20 · 16 min read · Introduction Artificial intelligence (AI) refers to the ability of computers to perform tasks that are typically carried out by humans — things like recognising speech, translating languages, making d

Breaking into AI and ML: The Definitive Guide to Skills, Projects, and Career Pathways.

Feb 25 · 8 min read · Introduction In the world of tech, Artificial Intelligence is often treated like a 'black box' or a mystical skill reserved only for those with a PhD. But after years of working in this field, I’ve re

Step-by-Step Guide to Building an AI Content Generator

Mar 5, 2025 · 8 min read · Large Language Models (LLMs) are reshaping how we interact with technology, allowing anyone to create and automate content using simple, natural language. This innovation bridges the gap between complex AI systems and non-technical users, sparking cr...