Highlights: Recurrent Neural Networks (RNN) are sequence models that are a modern, more advanced alternative to traditional Neural Networks. Right from Speech Recognition to Natural Language Processing to Music Generation, RNNs have continued to play a transformative role in handling sequential datasets. In this blog post, we will learn the fundamental theory of Recurrent Neural Networks, the motivation for its use, and basic notation. So, let us start, shall we? Tutorial Overview: Fundamental Concept of…
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