This video clearly explains how RNNs can be implemented using Keras in Google Colab by using example of IMDB movie review classification.
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Neural Nets and Deep Learning Lec 9: Computational Graphs for Studying Neural network
Neural Nets and Deep Learning Lec 10-11 : Forward and Back-propagation in Logistic Regression
Lec 12 : Vectorization of Logistic Regression and Standard Neural Net
Neural nets and Deep Learning Lec 13: Types of Neurons and Their properties I
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Lec 14 B : Keras Implementation of Standard neural network
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Lec 16B : Keras Implementation of Multi class Classification using Standard Neural Net
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