Recurrent Neural Networks Tutorial | RNN LSTM | Tensorflow Tutorial | Edureka | DL Rewind - 7

Опубликовано: 27 Декабрь 2024
на канале: edureka!

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This Edureka Recurrent Neural Networks tutorial video (Blog: https://goo.gl/4zxMfU) will help you in understanding why we need Recurrent Neural Networks (RNN) and what exactly it is. It also explains few issues with training a Recurrent Neural Network and how to overcome those challenges using LSTMs. The last section includes a use-case of LSTM to predict the next word using a sample short story
00:00 Introduction
00:20 Agenda
00:50 Why not Feedforward Networks
03:19 What is Recurrent Neural Networks
08:25 Vanishing Gradient
11:40 Exploding Gradient
12:08 How to overcome these Challenges?
12:44 Long Short term memory networks
21:23 Long Short term memory Networks Use-case
29:42 Session in a Minute
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