Engineering

XAI: Inteligência Artificial Explicável
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A Inteligência Artificial já se tornou um tema corriqueiro, mencionado em notícias e presente nos produtos e serviços digitais que usamos diariamente. Mas você já parou para pensar como ela funciona? Como os algoritmos tomam suas decisões?

XAI: Interpretowalna Sztuczna Inteligencja
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Sztuczna Inteligencja jest częścią naszej codzienności, i tego nie jesteśmy w stanie zmienić. Słyszymy o niej w wiadomościach i używamy, nawet nieświadomie, na naszych urządzeniach. Zastanawiacie się jednak czasami, jak tak naprawdę działa? Konkretnie, na jakiej zasadzie algorytmy podejmują decyzje?

Przeprogramowani - wywiad z Maćkiem Mendrelą
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Zarówno Maciek Mendrela, jak i Przemek Smyrdek, mieli już okazję dzielić się wiedzą na łamach bloga edrone. Tym razem jednak temat jak i forma publikacji jest nieco inna.

Maintaining Our Infrastructure as Incident Commander
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Maintaining the modern SaaS system based on cloud operational 24/7 is definitely not a trivial thing. Especially if your product grows 100% year to year. Through the last 6 years we were figuring out the process which allows us to keep an eye on our system health, without building a dedicated team.

XAI: Explainable Artificial Intelligence
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Artificial intelligence has entered the mainstream. We hear about it in the daily news, we use it every day on our devices. Have you ever wondered how it works? How do algorithms make decisions?

Dispatches from the ULMFiT trenches
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Don’t just look at the benchmark figures when you evaluate your language model. A subjective judgement can also lead to interesting insights.

Why ULMFiT can still matter: training and inference times
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In real-life applications computational efficiency of ML models is as important as evaluation metrics