Archive
Category: OCI Data Science
Notebooks, jobs, deployments, and best practices on OCI Data Science.
From Quiniela to Machine Learning: Building a World Cup Prediction Demo with Oracle Machine Learning
Introduction Some demos are born from a very technical requirement. Others are born from a simple idea that everyone immediately…
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…
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…
Building an Oracle APEX Application for Machine Learning Predictions with OCI Data Science — Part 2
📎 Read Part 1 First:If you haven’t seen the first part where we trained and deployed a machine learning model…
Building an Oracle APEX Application for Machine Learning Predictions with OCI Data Science — Part 1
Introduction Welcome to this comprehensive guide on building an Oracle APEX application that integrates with OCI Data Science to make…
Automating Approvals with Workflows in Oracle APEX
Workflows are essential in modern applications to streamline processes, ensure consistency, and automate repetitive tasks. Oracle APEX provides a robust…
Creating my own specialized ChatGPT for Oracle APEX Development using Fine-Tuned OpenAI models
As a developer working with Oracle APEX, staying updated with the latest features and enhancements is crucial for building scalable…
Leveraging Machine Learning for Image Clustering: A Case Study with a Museum’s Digital Archive
Introduction In today’s digital age, museums are increasingly embracing technology to manage and analyze their vast collections. I recently had…
Reconstructing Incomplete Shapefiles with Python
Shapefiles are a common geospatial vector data format used in Geographic Information Systems (GIS) software. A complete shapefile dataset is…