We are a dedicated team with innovative minds. We constantly learn and share our knowledge with other curious minds as often as we can. Learn more about our experiences in the data science field.
How can a neural network deal with a vague concept like similarity? Why do we measure angles with the cosine similarity? Is it that far from classification?
In this blog post, I'll show how you can shape one of these public datasets, the Stack Overflow posts dataset, to train a question tagging BERT model.
In 1985 Alison Bechdel found that fictional conversations between women were very different to conversations between men - is this still the case? In this experiment we teamed up with our colleagues at Doberman to see if we could build on the work of Bechdel and use Deep Learning to take the analysis one step further. Doberman has previously built an app to determine the average speaking time between the genders in meeting conversations, so we relied on their expertise to set up the premise for the project and build an interactive app around it.
NAS can now be performed within only a few hours on a single GPU instead of 28 days on 800 GPUs. This leap in performance has only taken an astonishing two years and now you don’t need to be a Google employee anymore to use NAS.