Início IA, ML e Engenharia de Dados no InfoQ Brasil
Apresentações
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Realtime Data Activation - Analytics, Intelligence & Decision Making
How can you make your data really work for you, deliver value in meaningful ways to your users and dodge the countless pitfalls awaiting the unwary data explorer? You'll learn about how you can s(...)
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Feature Engineering: Extraindo o potencial máximo dos dados para modelos preditivos
Nesta palestra, serão apresentados métodos e técnicas que permitem extrair o potencial máximo das features de um dataset, aumentando flexibilidade, simplicidade e acurácia dos modelos. Serão abor(...)
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A TenserFlow recommender system for news
Attending this presentation you're going to follow a detailed overview of how R&D team of Hearst's TV division is putting together Google BigQuery, Kubernetes cluster and Tensorflow to build a hy(...)
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Improving customer value estimation by predicting conversion
The objective of this presentation is to describe the challenges of modeling a customer conversion predictor using real leads data observed on different levels of the conversion funnel. It will i(...)
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Big Data como Serviço: da captura à visualização de dados com alto desempenho
A Neoway fornece serviços de análise de dados e Big Data por assinatura, trabalhando com mais de 10 terabytes de dados indexados de centenas de fontes, em duas verticais: prospecção de clientes e(...)
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Learning from Data and Background knowledge
It is often possible to combine observed data with background knowledge, expressed as a set of rules or as a terminology. There has been significant work on the combination of data-centered metho(...)
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Building Machine Learning Service in your business
When making machine learning applications in Uber, we identified a sequence of common practices and painful procedures, and thus built a machine learning platform as a service. We here present th(...)
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Discovering hidden treasures in yout data with graph analytics
Companies data are most from DB and mined using traditional data mining approach. However, model relational data as a graph can reveal useful insights and discovery relation among data that is ig(...)
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Improving a recommendation engine with transfer learning
In this talk, we will describe how we improved an online vacation retailer recommender system by using the information in images. We’ll explain how to leverage open data and pre-trained deep lear(...)
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Getting value from data science in the Telco business: the journey of Vivo Data Labs
In this presentation, we will go through the main challenges faced by the data scientists team since its creation and how we could leverage disruptive changes in our business process, technology(...)
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Sistemas de recomendação na OLX: encontrando relevância em milhões de anúncios
Nesta palestra será apresentada a experiência da OLX com sistemas de recomendação. Veja como foi criada uma solução que seleciona conteúdo relevante a partir de uma base de 12.5 milhões de anúnci(...)
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Criando produtos de Data Science & AI: da proposta ao deploy
Vou compartilhar com vocês algumas técnicas e experiências de criação de produtos de Data Science & Inteligência Artificial que ajudam a aumentar a visibilidade da gestão, manter um foco de negóc(...)
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