Início Tecnologias Emergentes no InfoQ Brasil
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Where Does the Real World End - The Blurring of the Physical and Digital
We can now influence the physical world from the digital and vice versa in ways that simply were not possible. What are the ramifications of this blurring of boundaries? This keynote examines bot(...)
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Deep NLP - Redes neurais revolucionando o processamento de linguagem natural
Processamento de linguagem natural está em todos os lugares: em chatbots, em assistentes virtuais como a Siri, em tradução simultânea e até nas respostas sugeridas para os seus emails. Nesta pale(...)
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Machine Learning e experimentos online para evitar o cancelamento de assinaturas no GloboPlay
Vamos explorar técnicas de Machine Learning utilizadas para reduzir o churn do GloboPlay principalmente para encontrar os assinantes mais prováveis de cancelar e as métricas correlacionadas, espe(...)
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Save money and make money with Open Source Peer-to-Peer cloud software
Centralized, closed source clouds (AWS, IBM and others) break the distributed model of the Internet. "Peer-to-Peer" cloud software not only allows you to use your resources more effectively, but (...)
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Adversarial Attacks on Deep Learning
In this talk we discuss adversarial attacks formally and informally, and summarize the debate on: are adversarial images a big catastrophic failure? an amusing curiosity? something in-between? We(...)
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Utilizando o IoT Hub do Azure na prática, desde o chão de fábrica, segurança e transporte dos dados
Nesta palestra vamos explorar o processo de produção e operação de um produto de IoT em escala. Trata-se de uma solução com foco em Smart Offices atualmente com 700 devices conectados ao IoT Hub (...)
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EY Aleph: deep learning applied to jurimetrics practice
The jurimetrics practice in Brazil, when exists, usually is done with local data from legal offices using data collected from its own cases using time-consuming manual processes. Our approach is(...)
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Hindsight bias: A machine learning story
In this session, you'll learn about data leakage (aka label leakage) challenges while building Salesforce Einstein and the methods we used to detect and fix them automatically.
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Extracting Entities and Relations in Portuguese Documents
This talk describes an application developed to interpret documents, extracting important information. A pipeline of machine learning models comprising Named-Entity Recognition and Relation Extra(...)
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AI-based Assistant for Business Process Outsourcing
The BPO ASSISTANT distributes tickets to attendants, predict attendant performance and levels of proficiency, and provides a recommendation service to solve tickets faster. We describe a framewor(...)
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Utilizando Machine Learning nos seus Apps
Saiba como tirar todo proveito dos serviços cognitivos do Azure para dar mais inteligência à sua aplicação.
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Science Fiction and Fact: How to undermine AI dystopia
Sci-Fi has brought examples of how AI and cognitive systems can be applied, and some results seem dystopian. This talk presents some parallels between fact and fiction, as well as which and how o(...)
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