Mridul RaoMatrix Decomposition Experiment — EigenDecompositionIn this series on matrix decomposition, we’ll explore why breaking down matrices is such a powerful tool in fields like Deep Learning…1d ago1d ago
Mridul RaoExplainable AI — How to trust your AI modelExplainable AI (XAI) aims to make AI/ML decisions more transparent and understandable. In this project, I focus on a practical application…Aug 20Aug 20
Mridul RaoPrompt Engineering 101Prompting is a crucial aspect of prototyping new applications. The right prompting techniques, when used correctly, can significantly…Jul 7Jul 7
Mridul RaoThe Difference Between Self-Supervised and Autoregressive LearningI often need clarification on various terms I encounter on the internet, such as self-supervised learning, autoregressive modeling…Jun 17Jun 17
Mridul RaoLanguage Modelling on MPS using PyTorchLanguage modeling is a cornerstone of natural language processing (NLP), enabling machines to understand, generate, and interpret human…Mar 16Mar 16