With so many organizations now taking the leap into building production-level machine learning models, many lessons learned are coming to light about the supporting infrastructure. For a variety of important types of use cases, maintaining a centralized f... (more…)

In this series I want to explore some introductory concepts from statistics that may occur helpful for those learning machine learning or refreshing their knowledge. Those topics lie at the heart of… (more…)

Sometimes the truth has an expiry date. When a time-limited claim (such as ‘masks are obligatory on public transport’) emerges in search engine rankings, its apparent ‘authoritative’ solution can outstay its welcome even by many years, outranking later an... (more…)

Scaling the performance of machine learning frameworks so they can train larger neural networks – or so the same training a lot faster – has meant that the... (more…)

In an earlier post on Applying Machine Learning to IoT Sensors, I discussed the process for classifying sensor data with a mac... (more…)