Alchemy for ML: Turning Raw Data into Signal

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

The Great Cleanup: Handling Missing Values, Duplicates, and Errors

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

Sherlock Holmes Mode: Getting to Know Your Data

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

The Ground Truth: Strategies for High-Quality Data Labeling

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

Garbage In, Garbage Out: Why Data Prep is the Real Work of Machine Learning

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

10 Tech Predictions for 2026: The Year of the “Agentic” Enterprise Author

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

Hybrid Data Warehousing with Microsoft Fabric and ClickHouse

High Digital has officially kicked off a new data warehouse impl...

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