EY Aleph: deep learning applied to jurimetrics practice

por Rafael Kenski  em  19 out, 2018 por Rafael Kenski Seguir 0 Seguidores , Michel Fernandes Seguir 0 Seguidores  em  19 out, 2018

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(...)


Hindsight bias: A machine learning story

por Mayukh Bhaowal  em  02 out, 2018 por Mayukh Bhaowal Seguir 0 Seguidores  em  02 out, 2018

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.


Panel: Kaggle as stepping stone for a Data Scientist career

por Eduardo Valle  em  25 set, 2018 por Eduardo Valle Seguir 0 Seguidores , Gilberto Titericz Junior Seguir 0 Seguidores , Cibele Montez Halasz Seguir 0 Seguidores , Rafael Calsaverini Seguir 0 Seguidores  em  25 set, 2018

In this panel we will see a talk about data science competitions and how this can change your career.


Deep Recommender Systems

por Gabriel Moreira  em  13 set, 2018 por Gabriel Moreira Seguir 2 Seguidores  em  13 set, 2018

In this talk, you will understand the big picture of state-of-art RecSys techniques based on DL. We’ll present a practical example of News Recommendation implemented with Tensorflow. We’ll also i(...)


Extracting Entities and Relations in Portuguese Documents

por Natalie Vargas  em  24 ago, 2018 por Natalie Vargas Seguir 0 Seguidores  em  24 ago, 2018

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(...)


AI-based Assistant for Business Process Outsourcing

por Leonardo Neri  em  17 ago, 2018 por Leonardo Neri Seguir 0 Seguidores  em  17 ago, 2018

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(...)


Science Fiction and Fact: How to undermine AI dystopia

por Bianca Ximenes  em  10 ago, 2018 por Bianca Ximenes Seguir 1 Seguidores  em  10 ago, 2018

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(...)


Graph Mining with Deep Learning: challenges and pitfalls

por Ana Paula Appel  em  03 ago, 2018 por Ana Paula Appel Seguir 1 Seguidores  em  03 ago, 2018

Deep learning is widely use in several cases with a good match and accuracy. But when it comes to social networks there is a lot of problems involved, for example how do we represent a network in(...)

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