The Research Computing Center Seminars

Aug 21, 1:00 PM: Sequence models with Recurrent Neural Networks

Tue, 08/14/2018 - 22:00
This tutorial will teach you how to build models for natural language, audio, and other sequence data using Recurrent Neural Networks (RNNs) such as Gated Recurrent Unit (GRU) and Long Short-Term Memory (LSTM). Typical examples of problems that RNNs can be applied to are: Language translation Music generation Video activity recognition Time series prediction Identifying DNA sequences responsible for encoding a particular protein We shall use Keras for hands-on exercises. Prerequisites: Linux, Python, Keras (the corresponding tutorials can be scheduled on demand before the workshop if needed). Register here:

Date: August 21, 2018
Time: 1:00 PM - 5:00 PM