Subject archive for "artificial-intelligence"

An illustration of a large language model as production line
Data Science

Crossing the Frontier: LLM Inference on Domino

Generative AI transforms industries, but LLM deployment is tough. See how Domino simplifies LLM hosting & inference.

By Subir Mansukhani10 min read

Data Science

Python is the New Excel

It's becoming clear that the traditional “citizen data scientist” approach, focusing on no-code tools, has become an evolutionary dead end. Organizations who have pursued this route have little to show beyond PoCs and one-off successes despite years of investment in training and underutilized, proprietary tools. The best that can be said is that these efforts have been a costly way of democratizing data prep and business intelligence. In reality, they have been a step in the wrong direction for analytics and data science maturity.

By Kjell Carlsson7 min read

Machine Learning

Transformers - Self-Attention to the rescue

If the mention of "Transformers" brings to mind the adventures of autonomous robots in disguise you are probably, like me, a child of the 80s: Playing with Cybertronians who blend in as trucks, planes and even microcasette recorders or dinosaurs. As much as I would like to talk about that kind of transformers, the subject of this blog post is about the transformers proposed by Vaswani and team in the 2017 paper titled "Attention is all you need" . We will be covering what transformers are and how the idea of self-attention works. This will help us understand why transformers are taking over the world of machine learning and doing so not in disguise.

By Dr J Rogel-Salazar14 min read

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