How to setup a Simple RNN model for imdb sentiment analysis in Keras

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Practice makes perfect. Please practise this recipe on your own IDE to speed up your learning in the field of Applied Data Science.

What should I learn from this recipe?

You will learn:

How to code a keras and tensorflow model in Python.
How to setup a sequential deep learning model in Python.
How to setup Early Stopping in a Deep Learning Model in Keras.
How to split train and test datasets in a Deep Leaning Model in Keras.
How to incorporate Multiple Layers in a Deep Learning model.
How to reduce overfitting in a Deep Learning model.
How to test different OPTIMIZERs and Epoch Sizes in a Deep Learning model.
How to setup an experiment in a Deep Learning model.
How to setup CNN layers in Keras for image classification.
How to classify images using CNN layers in Keras: An application of MNIST Dataset
How to create simulated data using scikit-learn.
How to create training and testing dataset using scikit-learn.
How to train a tensorflow and keras model.
How to report confusion matrix.
How to setup a Simple RNN model for imdb sentiment analysis in Keras.

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