An Introduction to LSTMs in TensorFlow

Taught by: Harini Suresh & Nick Locascio, MIT (April 26, 2017) 

Video: An Introduction to LSTMs in TensorFlow (59:45)

Description: Long Short-Term Memory networks (LSTMs) are a type of recurrent neural network (RNN) that can capture long-term dependencies, which are frequently used for natural language modeling and speech recognition. This tutorial covers the conceptual basics of LSTMs and implements a basic LSTM in TensorFlow. The second part of the tutorial introduces the basics of TensorFlow, an open-source software package used for implementing neural networks.

Slides: An Introduction to LSTMs in TensorFlow

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Course Info

As Taught In
Fall 2023
Learning Resource Types
Lecture Videos
Tutorial Videos