Recurrent Neural Networks (RNNs)
Some while ago a data scientist colleague pointed me at “Practical Machine Learning With Event Streaming” over on the Monzo blog. The key takeaway if you don’t have time to read the article fully is:
RNNs specialise in making predictions based on a sequence of actions (known as an “event time series”), e.g. user logs in → taps on “money transfer” → encounters an error.
After reading the article, I got to wondering if you can take the event stream from the Software Development Life Cycle (SDLC) process and use RNNs to predict defects?
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