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Alexander Amini and Massachusetts Institute of Technology via YouTube
​ - Introduction
​ - Sequence modeling
​ - Neurons with recurrence
​ - Recurrent neural networks
​ - RNN intuition
​ - Unfolding RNNs
- RNNs from scratch
- Design criteria for sequential modelling
- Word prediction example
​ - Backpropagation through time
​ - Gradient issues
​ - Long short term memory LSTM
​ - RNN applications
​ - Attention
​ - Summary
https://www.youtube.com/@AAmini/videos
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