Warren Bickley: Data, ML & AI in the Field

This channel is about engineering data-driven products for real-world success.

If you are a software or product engineer, you already have access to valuable data through the systems you build. The challenge is knowing how to turn that data into meaningful product capabilities. Personalisation, recommendations, predictions, and automation all start with understanding how data fits into real software systems.

Here you will learn how to identify opportunities where data can improve your product, design the pipelines and infrastructure needed to support data-driven features, and integrate machine learning into real applications.

I will also share lessons, experiments, and progress from the products I am building, including how data and ML are shaping them.