Deep Learning and NLP with Spark by Andy Petrella and Melanie Warrick
This video was recorded at Scala Days Berlin 2016 Follow us on Twitter @ScalaDays or visit our website for more information http://scaladays.org Anstract: Deep Learning is taking data science by storm. Unfortunately, most existing solutions aren’t particularly scalable. In this talk, we will show how we can easily implement a Spark ready version one of the most complex deep learning models, the Long Short Term Memory (LSTM) neural network, widely used in the hardest natural language processing and understanding problems, such as automatic summarization, machine translation, question answering and discourse. We will also show an LSTM demo with interactive, realtime visualizations using the Spark Notebook and Spark Streaming.
June 13, 2016