DSVM

Build your own deep learning models on Azure Data Science Virtual Machines

terça-feira, 5 de fevereiro de 2019

As a modern developer, you may be eager to build your own deep learning models, but aren’t quite sure where to start. If this is you, I recommend you take a look at the deep learning course from fast.ai. This new fast.ai course helps software developers start building their own state-of-the-art deep learning models.

Principal Program Manager, Microsoft

Training a neural network to play Hangman without a dictionary

quinta-feira, 27 de julho de 2017

We used reinforcement learning and CNTK to train a neural network to guess hidden words in a game of Hangman. Our trained model has no reliance on a reference dictionary: it takes as input a variable-length, partially-obscured word (consisting of blank spaces and any correctly-guessed letters) and a binary vector indicating which letters have already been guessed. In the git repository associated with this post, we provide sample code for training the neural network and deploying it in an Azure Web App for gameplay.

Data Scientist II