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Incremental delivery: forget the database

Have you worked on a project that had a big switch on deployment or migration? The complexity of such an undertaking is fraught with risk, regardless of the quality of testing. These “big bang” de...

None shall PAAS: unlocking the data warehouse

It is often the case with start-ups that the transitioning framework is built first around an enhanced functionality of the product to engage with the customers and, at a later stage, around a more co...

Pity the poor UX designer

Okay well, not that much. But in particular, consider new entrants to the business that is ‘UX’. I’ve been extremely lucky to have had a mentoring role in my past employment: working with new en...

Understanding gradient boosted model predictions

Gradient boosting can be seen as a “black box” Gradient boosting is a great technique for fitting predictive models and one that data scientists frequently use to get that extra bit of performance...

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