Diego Marinho de Oliveira
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Deep Learning with Professor Geoff Hinton

Posted on April 4, 2016 at 5:32am 0 Comments

This video session features the keynote speaker Professor Geoff Hinton FRS, “Deep Learning”. This lecture was filmed on May 22, 2015.

Watch full video at …


XGBoost: A Scalable Tree Boosting System

Posted on March 14, 2016 at 7:02am 1 Comment

"Abstract Tree boosting is a highly effective and widely used machine learning method. In this paper, we describe a scalable end-to-end tree boosting system called XGBoost, which is used widely by data scientists to achieve state-of-the-art results on many machine learning challenges. We propose a novel sparsity-aware algorithm for sparse data and…


AirBnB New User Bookings, Kaggle Winner's Interview: 3rd Place

Posted on March 10, 2016 at 2:30am 0 Comments

AirBnB New User Bookings was a popular recruiting competition that challenged Kagglers to predict the first country where a new user would book travel. This was the first recruiting competition on Kaggle with scripts enabled. AirBnB…


Scikit-Learn Tutorial Series

Posted on March 8, 2016 at 12:30am 0 Comments

Kaggle released a series with tutorials in their blog. I recommend to anyone who is starting or want to learn more about the tool.…


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