AI & Machine Learning

Machine Learning Link to heading

Theory

Supervised Learning EP1 - A Recap of Classical ML Models

Supervised Learning EP2 - Walk through Deep Learning Models

Generative AI - Varience Autoencoder

Generative AI - Diffusion Probabilistic Models

Large Language Model

Local Chatbot - talk with LLMs locally

LLMs Inference speed up EP1 - kv cache

LLM Compression

LLMs Inference speed up EP2 - A system perspective