Blog

A high level look at what is moving In the digital space

Combining our experiences with various data sources we are documenting what we think are interesting trends to have a deeper look at

High Digital Named Best Computer Software Business of the Year 2026 February 27th, 2026

We spend a lot of time on our blog and LinkedIn poking fun at the tech industry. We joke about Burge...

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...

There is a romanticised version of Machine Learning (ML) that exists in mo...

2025 was a year of friction for the entire tech industry. We saw the "AI Bo...