AffanhamidLLM from Scratch — Part 1 Bigram modelWelcome to a new course: Large language models from scratch. In this series we’re going to be delving into the workings of LLMs like Chat…Aug 30Aug 30
AffanhamidNeural Networks from Scratch — part 4 LayersWelcome! This is part 4 of Neural networks from scratch. In this guide, we’ll look into adding layers to our network. A layer is simply a…Jul 28Jul 28
AffanhamidNeural Networks from Scratch — part 3 Multiple inputs and ActivationsWelcome for a third time! This guide will improve our neural network from the previous part by allowing for each neuron to have multiple…Jul 28Jul 28
AffanhamidNeural Networks from Scratch — part 2 Chaining NeuronsWelcome again! This is a continuation of the previous guide. If you haven’t seen it, please go through it once. In this guide, we’ll be…Jul 24Jul 24
AffanhamidNeural Networks from Scratch — part 1Welcome to the fascinating world of neural networks! These systems mimic how our brains process information, enabling technologies like…Jul 24Jul 24
AffanhamidThe Marcenko-Pastur Theorem and its use in portfolio AllocationPortfolio AllocationJul 12Jul 12
AffanhamidBuilding a Crypto Backtester with the Coinbase API — Part 3: Market dataThis is the follow-up article from the second part. If you haven’t already read that article, please do and come back.Jun 27Jun 27
AffanhamidBuilding a Crypto Backtester with the Coinbase API — Part 2: Code setupThis is the follow-up article from the first part. If you haven’t already read that article, please do and come back.Jun 27Jun 27
AffanhamidBuilding a Crypto Backtester with the Coinbase API — Part 1: SetupIn the fast-paced world of cryptocurrency trading, automated trading bots have become a popular tool for both novice and seasoned traders…Jun 27Jun 27