Início Machine Learning no InfoQ Brasil
Apresentações
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Deploying Machine Learning Models in Practice
The talk will cover various options for the most popular and widely used ML libraries, including MLeap, TF Serving and open standards such as PMML, PFA and the recently announced ONNX for Deep Le(...)
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Hardware, IoT e Machine Learning - Desafios e aprendizados na criação de produtos conectados no Brasil: Caso GreenAnt
A GreenAnt é uma empresa de gestão energética com processamento em cloud dos dados brutos de energia com algoritmos de inteligência computacional. O objetivo da palestra é contar o processo e os (...)
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Machine Learning applied to judicial decisions
In this talk, we show how a platform with an artificial intelligence engine can be applied to solve the tax execution problem in the Brazilian Judiciary. We will focus on the barriers, basic step(...)
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Building web apps with Cloud and AI
In this talk you will learn what you need to know in order to build intelligent Cloud solutions with power of AI and Machine Learning. From architecting cloud infrastructure to building UI with T(...)
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How Artificial Intelligence has changed your life
Artificial Intelligence (AI) is all around us and has profound effects on our work and everyday lives. AI amplifies human ingenuity with intelligent technology, keeping people in control while au(...)
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Ensemble Techniques for High Performance Machine Learning
In this talk, Gilberto Titericz presented some ensembling techniques to boost the performance of machine learning algorithms and improve the quality of the predictions. He also remarked the impor(...)
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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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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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Panel: ML ecosystem in Brazil
Um bate papo sobre o cenário de Machine Learning no Brasil
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Machine Learning em saúde: técnicas e aplicações
Nesta palestra vamos falar sobre a aplicação de Gradient Boosting, Deep Learning e Unsupervised Learning em projetos da área de Saúde, com base em aplicações reais que vão desde a previsão de co(...)
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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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