Ada ChoudhryDeep dive into AI: Building GPT from Scratch!Building GPT through implementing ‘Attention is all you need’!Apr 15Apr 15
Ada ChoudhryDeep Dive into AI: Analyzing ‘Attention is all you need.’Breaking down the transformers architecture to first principlesApr 71Apr 71
Ada ChoudhryDeep Dive into AI: Implementing Batch Normalization and Kaiming init through MLPImplemented in classes for neural networks from scratch, resembling PyTorch!Mar 30Mar 30
Ada ChoudhryDeep Dive into AI: Analyzing and implementing Multilayer PerceptronsAnalyzing the MLP paper and building it in PyTorch using first principles!Jan 20Jan 20
Ada ChoudhryDeep Dive into AI: Building a Bigram Language Model and Practicing Patience!Welcome or welcome back to the Deep Dive into AI tutorial series where I go deep into the fundamentals of neural networks (specifically…Jan 141Jan 141
Ada ChoudhryDeep Dive into AI: Understanding backpropagation and neural networks on a fundamental levelThis tutorial will touch on all the fundamentals of neural networks, with an emphasis on learning how PyTorch is constructed, to build the…Jan 10Jan 10