Data science
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.
Topics
- Data science /
Building a Stack Overflow question tagging model with public BigQuery data
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.
- Data science /
Peltarion on Microsoft's AI Show
- Data science /
Create a text dataset from voice recordings
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Data science /What is BERT?
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Data science /Getting meaning from text: self-attention step-by-step video
- Data science /
Men and women are created equal - or are they?
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.
- Data science /
3D representation of a transformer (BERT)
- Data science /
Tracking COVID-19 - what data can tell us
- Data science /
Peltarion Mentorship Program
- Data science /
How NAS was improved. From days to hours in search time.
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.
