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Top 10 Machine Learning Algorithms For Beginners – Part VIII

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Recurrent Neural Networks (RNN)

Did you know Siri and Google Assistant use RNN in their programming? RNNs are essentially a type of neural network, which have a memory attached to each node. which makes it easy to process sequential data, i.e. one data unit is dependent on the previous one.

A way to explain the advantage of RNN over a normal neural network is that we are supposed to process a word character by character. If the word is “trading”, a normal neural network node would forget the character “t” by the time it moves to “d”, whereas a recurrent neural network will remember the character as it has its own memory.

Recurrent Neural Networks

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