Jun 
9, 
2021

Anomaly Detection as a Service with Metrics Advisor

<div style="text-align: justify;">We humans are usually good at spotting anomalies: often a quick glance at monitoring charts is enough to spot (or, in the best case, predict) a performance problem. A curve rises unnaturally fast, a value falls below a desired minimum or there are fluctuations that cannot be explained...
May 
26, 
2021

Tools & Processes for MLOps

<div style="text-align: justify;">Training a machine learning model is getting easier. But building and training the model is also the easy part. The real challenge is getting a machine learning system into production and running it reliably. In the field of software development, we have gained a significant insight in this...
Feb 
16, 
2021

Understanding Language is a Frontier for AI

<div style="text-align: justify;">In recent years we have seen a lot of breakthroughs in AI. We now have deep learning algorithms beating the best of the best in games like chess and go. In computer vision these algorithms now recognise faces with the same accuracy as humans. Except they don’t, they...

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