IoA Insights & Articles

A CV shows skills and titles, not judgement or problem-solving. That's why a data portfolio proves true credibility.

Across the UK, organisations are adopting tools that automate repetitive tasks, analyse large datasets, generate content and even assist in complex decision making.

Vibe coding promises faster development with AI, but without the right skills and governance it risks creating more problems than it solves.

Exploring how data can help clubs like Hearts compete more effectively, while also examining the risks of over investment and homogenised styles of play.

Google has recently shared figures on the environmental impact of a single text query to its Gemini AI assistant.

Systems that can handle thousands of queries per second or process vast volumes of records without fatigue, have an obvious appeal.

For data teams choosing cloud regions, reviewing vendor chains or refreshing contract packs, that shift matters.

The IoA portfolio platform is built with this in mind. It is not just a repository of work, it is a tool for presenting your value quickly and clearly.

This blog breaks down random forests in simple terms, showing why they are one of the most trusted tools in data science today.