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Distributed ML/AI

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Manage episode 294569138 series 2834098
Content provided by Building The Future. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Building The Future or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Hoje vamos falar sobre Machine Learning e Inteligência Artificial Distribuída. Com as necessidades de computação a ultrapassar as capacidades de computação convencionais, a necessidade para recorrer a computação distribuída para treinar as redes neuronais do presente passa a primeiro plano. Claro que as coisas não são assim tao simples, novas considerações precisam de ter ser tidas em conta pois não basta simplesmente adicionar novas maquinas a um cluster se o algoritmo de treino não suportar paralelismo, o que a maior parte dos algoritmos não suporta, incluindo as convencionais redes neuronais.

AI News:

https://dask.org/

Stop calling everything aI machine learning pioneer says:

https://spectrum.ieee.org/the-institute/ieee-member-news/stop-calling-everything-ai-machinelearning-pioneer-says

Microsoft president: Orwell’s 1984 could happen in 2024 - BBC News:

https://www.bbc.com/news/technology-57122120

  continue reading

85 episodes

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Distributed ML/AI

Building The Future - AI Portugal Podcast

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Manage episode 294569138 series 2834098
Content provided by Building The Future. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Building The Future or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Hoje vamos falar sobre Machine Learning e Inteligência Artificial Distribuída. Com as necessidades de computação a ultrapassar as capacidades de computação convencionais, a necessidade para recorrer a computação distribuída para treinar as redes neuronais do presente passa a primeiro plano. Claro que as coisas não são assim tao simples, novas considerações precisam de ter ser tidas em conta pois não basta simplesmente adicionar novas maquinas a um cluster se o algoritmo de treino não suportar paralelismo, o que a maior parte dos algoritmos não suporta, incluindo as convencionais redes neuronais.

AI News:

https://dask.org/

Stop calling everything aI machine learning pioneer says:

https://spectrum.ieee.org/the-institute/ieee-member-news/stop-calling-everything-ai-machinelearning-pioneer-says

Microsoft president: Orwell’s 1984 could happen in 2024 - BBC News:

https://www.bbc.com/news/technology-57122120

  continue reading

85 episodes

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