In this tutorial we look at the word2vec model by Mikolov et al. This model is used for learning vector representations of words, called "word embeddings".
Colaboratory is a research project created to help disseminate machine learning education and research. It’s a Jupyter notebook environment that requires no setup to use.
I’ve been a TensorFlow user for the better part of my Deep Learning work. However, when I joined NVIDIA, we decided to switch to PyTorch — just as a test. These are my experiences with it. The…
Now you can develop deep learning applications with Google Colaboratory -on the free Tesla K80 GPU- using Keras, Tensorflow and PyTorch. Hello! I will show you how to use Google Colab, Google’s free…
I teach deep learning both for a living (as the main deepsense.ai instructor, in a Kaggle-winning team1) and as a part of my volunteering with the Polish Chi...
In this tutorial I’ll explain how to build a simple working Recurrent Neural Network in TensorFlow. This is the first in a series of seven parts where various aspects and techniques of building…