Machine Learning (ML)

The AI boom is officially here, and across the manufacturing, energy, and logistics se...

We are officially on the UK Government Spark DPS May 26th, 2026

High Digital has been officially accepted onto the Crown Commercial Service (CCS) Spar...

We have all sat through the meetings. A consultant in a sharp suit charges a premium to look at y...

Building the Factory: Automating Your Data Pipeline February 27th, 2026

We have reached the end of our journey. Over the last six posts, we have ta...

Don’t Cheat: Proper Splitting and Avoiding Data Leakage February 25th, 2026

We have now arrived at the most dangerous phase of the data preparation pip...

Alchemy for ML: Turning Raw Data into Signal February 17th, 2026

If data cleaning is the science of ML preparation, Feature Engineering is...

The Great Cleanup: Handling Missing Values, Duplicates, and Errors February 10th, 2026

Welcome to the unglamorous reality of Machine Learning. While Data Scienti...

Sherlock Holmes Mode: Getting to Know Your Data February 3rd, 2026

In Part 2, we discussed the importance of labelling your data to create a g...

The Ground Truth: Strategies for High-Quality Data Labeling January 27th, 2026

In Part 1, we discussed why data preparation is the bedrock of Machine Lea...