Recurrent Neural Networks Tutorial | RNN LSTM | Tensorflow Tutorial | Edureka Rewind

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This Edureka Recurrent Neural Networks tutorial video (Blog: 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
00:00:00 Introduction
00:00:20 Agenda
00:00:50 Why not Feedforward Networks
00:03:19 What is Recurrent Neural Networks
00:08:25 Vanishing Gradient
00:11:40 Exploding Gradient
00:12:08 How to overcome these Challenges?
00:12:44 Long Short term memory networks
00:21:23 Long Short term memory Networks Use-case
00:29:42 Session in a Minute

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