February 2026

Oracle, Explained Like a Curious Case Study: History, Strategy, and the “Layers” of a Tech Giant

Disclaimer  I work at Oracle. This article is not official Oracle communication and does not represent the company’s views. It’s my personal attempt to understand Oracle as a case study. Recently, I watched a video about Oracle’s history and realized I didn’t actually have a calm, structured mental model of the company. I knew the […]

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From Zero to a Working YOLO Classifier on Oracle Cloud: Training an Insect Model End-to-End with OCI Data Science + Object Storage + Gradio

There’s a very practical question behind many AI conversations with customers: “Do we actually have the infrastructure to run and iterate on computer vision models reliably?” This project started as a hands-on way to answer that question with a concrete artifact:a working YOLO-based image classification model, trained on a real dataset, packaged with a Gradio

From Zero to a Working YOLO Classifier on Oracle Cloud: Training an Insect Model End-to-End with OCI Data Science + Object Storage + Gradio Read More »

Choosing the right GPU shape in OCI Data Science for your AI Model: A practical guide

When you’re running Large Language Models (LLMs) or other heavy AI workloads, one of the first big questions is:“What GPU shape do I actually need in OCI Data Science?” This guide walks you through the key concepts, the GPU shapes available in OCI Data Science, and what shape matches the most popular AI models today.

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