We will look at Convolutional Neural Networks, with a fun example of training them to automatically swipe left/right based on a scraped dataset of thousands of pictures from Instagram.
This article explains how to apply deep learning techniques to detect anomalies in multidimensional time series.
We will use Natural Language Processing and Recurrent Neural Networks to find which combinations of ingredients are likely to be the favorites of your guests !
We will look at a very simple example to understand the mysterious stateful mode available for Long Short Term Memory models in Keras (a popular Deep Learning framework).
Extraction of structured relation triples from plain text, such that the schema for these relations does not need to be specified in advance.
Barack Obama was born in Hawaii -> (Barack Obama; was born in; Hawaii)
Example on how to use Bayesian Optimization to find the global maximum of a function.
Easy tutorial on how to configure properly a GPU for Deep Learning with Ubuntu 14.04 x64 and GTX 460 (this card does not support CuDNN).
The curious meaning of the Xavier weight initializer in Caffe and other deep learning frameworks.
Independence always implies zero correlation but the reverse might not be true. Here is a very simple example to illustrate it in R.