Início PAPIs 2018 no InfoQ Brasil
Apresentações
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Towards Author Profiling - A Methodology for Gender Expression Classification
With the growth of social media in recent years, there has been an increasing interest in the profiling of users based on their informal content. The labeling of users whom had not provided enoug(...)
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Where can I park? Deep Learning is here to help you!
Deep Learning allowed the use of unstructured data, such as images, to create complex models. This tool is changing a lot of fields, making possible to do things that were impossible, or too comp(...)
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Bayesian Deep Learning and Flight Delay Prediction
Learn how co-founder and CTO Sam Zimmerman and his team have approached this problem by building a real-time predictive analytics engine based on dynamic data sets and deep-learning algorithms. T(...)
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From data to AI with the Machine Learning Canvas
This presentation will help beginners get into the right mindset to go beyond the hype around ML, and to precisely identify how it can have an actual impact in their domain. Those with more exper(...)
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Document Reader using Deep Learning with a Small Dataset
We present a deep learning system for real time document reading using tensorflow research deep learning models. We show the problems and challenges we got through to implement our framework ach(...)
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Leak Detection System using Machine Learning Techniques
I will present a leakage detection system in a slurry pipeline using a combination of machine learning techniques: a simple parametric linear regression model and an anomaly detection approach. B(...)
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Solving the organizational challenge of predictive APIs
With Adobe Sensei, we want to democratize AI, so that intelligence can be part of every app, every tool, and every experience. The way to make AI scale at Adobe: APIs. We share our lessons learne(...)
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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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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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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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