About this site

Welcome to GPUTrain, the digital depot where I (Joseph Matthew) share my journey and insights into the world of artificial intelligence and parallel computing. GPUTrain is my personal blog, a platform dedicated to exploring the depths of Databricks Lakehouses, the intricacies of Large Language Models (LLMs), the strategies behind Reinforcement Learning, the robustness of Apache Spark, and a myriad of other AI concepts that I am passionate about.

As a fervent advocate of parallel computing, I've always been fascinated by the raw power of GPUs. They're not just the heart of rendering breathtaking graphics but also the muscle behind accelerating complex computations in AI. Here at GPUTrain, you'll find articles ranging from hands-on tutorials to deep-dives into the latest AI research, all flavored with the practical experiences of someone who loves getting their hands dirty in the code.

The name GPUTrain is a nod to my enthusiasm for harnessing the power of GPUs to fuel the AI revolution. It’s inspired by the sheer excitement of installing a new GPU and pushing it to its limits. I aim to illuminate how these incredible pieces of hardware drive advancements in technology and AI.

installing my GPU
Image credit @tunguz

What is a GPU?

Best explained with this picture

image credit - @tunguz

Join me on this exhilarating ride as we delve into the technical, untangle the complexities, and celebrate the innovations in AI and parallel computing. All aboard GPUTrain!