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Update our-initiatives/tutorials/rnns.md
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Co-authored-by: Andrzej Szablewski <[email protected]>
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angela24680403 and TheRootOf3 authored Dec 3, 2023
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# 7: Recurrent Neural Networks

**Date: 6th November 2023**
**Date: 6th December 2023**

💡 **Recurrent neural networks** (RNNs) are a type of artificial neural network (ANN) that are well-suited for processing **sequential data**, such as **time series** data or **natural language**. Unlike **feedforward neural networks**, where information flows in one direction, RNNs have **feedback loops** that allow them to retain information about previous inputs. This week we will be covering what RNNs are, how to train such models, the problems faced with RNN **backpropagation**, and introduce **variations of RNNs** such as the **long short-term memory (LSTM)** model. 💡

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