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The Transformer Family Version 2.0

Many new Transformer architecture improvements have been proposed since my last post on “The Transformer Family” about three years ago. Here I did a big refactoring and enrichment of that 2020 post — restructure the hierarchy of sections and improve many sections with more recent papers. Version 2.0 is a superset of the old version, about twice the length.
Notations Symbol Meaning $d$ The model size / hidden state dimension / positional encoding size. ....

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Will ChatGPT and the AI revolution replace member-staff interactions?

ChatGPT is causing waves in just about every industry, and there’s no doubt it will be a powerful tool in assisting roles that involve written and verbal ....

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Predicting Coal and Gas Outbursts with Early Warning Systems

Scientists from China have collaborated on a new paper to identify better gas outburst detection methods to significantly improve safety in mining. The authors have presented a novel deep-learning based system for early warning and prediction of mining disasters. ....

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Better decision-making requires better BI tools - and less fear-mongering about Shadow IT

With all the hype about data science and AI, we've lost track of something important: the focus on data-informed decisions. Shrill warnings about Shadow IT don't help. Here's part one of my series on better decision-making, and modern BI tools. ....

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Schlauer Zwerg: Maschinelles Lernen mit dem Raspberry Pi Pico, Teil 1

Schlauer Zwerg: Maschinelles Lernen mit dem Raspberry Pi Pico, Teil 1
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