Towards Data Science

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Towards Data Science

Towards Data Science

@TDataScience

The world's leading publication for data science and artificial intelligence professionals. Submit an Article ✍️ https://t.co/57pIMegK1o

We're Global 🌏 Katılım Ekim 2016
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Towards Data Science
Towards Data Science@TDataScience·
A new paper walkthrough by Muhammad Ardi is always a cause for celebration — don't miss his latest, which unpacks the inner workings of the cross-state partial network paper, and includes a full PyTorch implementation. towardsdatascience.com/cspnet-paper-w…
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Towards Data Science
Towards Data Science@TDataScience·
"While a model pauses to think, it generates hidden reasoning tokens. These tokens never appear in the final chat bubble, but they represent a massive surge in billable compute on your monthly invoice." Mostafa Ibrahim explains why teams should be mindful when scaling the use of reasoning models, and presents a framework that will help you avoid unpleasant surprises. towardsdatascience.com/inference-scal…
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Towards Data Science
Towards Data Science@TDataScience·
TurboQuant has been generating a lot of buzz in recent months. Amit Portnoy points to an earlier quantization method (of which he's a co-author) and examines how the latter still outperforms the more recent arrival. towardsdatascience.com/how-a-2021-qua…
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Towards Data Science
Towards Data Science@TDataScience·
"If you’re applying for junior roles right now, you’ve probably noticed something weird: the listings still exist, but the doors just feel heavier to push." Ivo Bernardo shares actionable insights on getting hired in the AI era. towardsdatascience.com/how-to-get-hir…
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Towards Data Science
Towards Data Science@TDataScience·
"Abstractions trade that visibility for speed. That’s a fair trade at first, until the hidden complexity becomes the very thing you need to understand." @BenjaminNweke11 explains why AI practitioners are moving towards building agent orchestration layers themselves, instead of relying on readymade frameworks. towardsdatascience.com/why-ai-enginee…
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Towards Data Science
Towards Data Science@TDataScience·
What happens when a RAG pipeline "looks at a document as a hierarchical tree of semantic blocks, rather than a bag-of-words that needs to be shredded blindly into chunks to answer a query"? Partha Sarkar explores the potential of multimodal RAG in his latest deep dive. towardsdatascience.com/proxy-pointer-…
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Towards Data Science
Towards Data Science@TDataScience·
"We’ll see why the obvious approach doesn’t work, walk through the four standard ways to handle uncertainty in a linear program, and finish with a quick sanity check on whether any of this is worth the effort." Berend Markhorst unpacks the basics of stochastic programming. towardsdatascience.com/a-gentle-intro…
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