Machine learning
Recurrent networks and LSTMs
Modelling sequences with recurrence, why gradients vanish, and how LSTMs and GRUs fix it.
About 15 hours of study.
Where to learn it
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Watch
CS224N: Natural Language Processing with Deep Learning
Christopher Manning, Stanford Online
The lectures on language models and RNNs
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Recurrent networks and LSTMs
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