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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...

How to learn Python from scratch for AI developers

Feb 17, 2025 · 7 min read · Introduction Python is widely regarded as the "Swiss Army Knife" of programming languages, particularly in the world of artificial intelligence (AI). Its beginner-friendly syntax, powerful libraries, and extensive community support make it the perfec...