Accelerated Natural Language Processing 3.5 - Long Short Term Memory (LSTM) Networks

Long Short Term Memory (LSTM) Networks use a similar approach like the Gated Recurrent Units (GRUs). In this video, we learn the internal pieces of LSTMs and understand how they work together to preserve and update sequential information.

0:00 Long Short Term Memory (LSTM) Networks
0:09 Motivation
0:23 Architecture

This content is based on the Machine Learning University (MLU) Accelerated Natural Language Processing class. Our mission is to make Machine Learning accessible to everyone. We believe Machine Learning will be a tool for success for many people in their careers. We teach Machine Learning courses on different topics. This class is designed to help you get started with Natural Language Processing, learn state-of-the-art approaches and apply them on real-world problems.