AI-Accelerated Product Development
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Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used in the field of deep learning
Potential Use Cases
Robot control, Time series prediction,Speech recognition,Rhythm learning, Music composition, Grammar learning, Handwriting recognition, Human action recognition.
Who is This For ?
Click on each of the following
to see details.
1. Introduction to RNN
What is RNN?
2. RNN from scratch
How to implement RNN in python from scratch?
3. Long Short Term Memory (LSTM) - Introduction
What is LSTM and what is the math behind this model?
4. Understanding LSTM
What is LSTM and how different compartment work in this model?
5. Implementing LSTM in python
How to implement LSTM in python?
6. Long Short-Term Memory (Optional- original paper)
Where does this model come from?