part of Course 193 How Neural Networks Work
Find the rest of the How Neural Networks Work video series in this free online course.
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transcription (English) by Elham Khanchebemehr
in French by Charles Crouspeyre
in Simplified Mandarin by Jimmy Lin
in Traditional Mandarin by Jimmy Lin
RNNs and LSTM have proven powerful tools for converting speech to text and converting text from one language to another. Here is a gentle walk through how they work.
These are the resources listed at the end:
- How neural networks work video
- Chris Olah's tutorial
- Andrej Karpathy's blog post
- Andrej Karpathy's RNN code
- Andrej Karpathy's CS231n lecture
- DeepLearning4J tutorial
I hope you learn as much from watching it as I did making it.