Início IA, ML e Engenharia de Dados 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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Serverless - Centralizando dados e orquestrando eventos sem servidor
Como criamos uma solução orientada a eventos e Data Warehouse de alta disponibilidade em tempo real com Google Cloud Functions e mudamos o mercado da contabilidade no Brasil.
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Estratégia para adoção de Cloud Computing
A Transformação Digital representa o crescimento, inovação e sobrevivência de muitas empresas e um dos primeiros passos é o Cloud Computing. Nessa palestra, teremos um overview dos principais asp(...)
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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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Distributed Tracing: How the Pros Debug Concurrent and Distributed Systems
In this talk we're going to introduce the emerging OpenTracing standard and talk about how you can instrument your applications to help visualize every operation, even across process and service (...)
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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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Distributed Systems: When Democracy and Computer Science Come Together
Designing a distributed system is not a trivial matter. Since we cannot rely on a server clock, what can we do? Enter Raft - a new, understandable algorithm of achieving consensus in a distribute(...)
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