Fundamentals of Neural Networks - Why Use RNN

The video introduces Recurrent Neural Networks (RNNs) and their motivation in natural language processing, emphasizing the importance of grammar and word order. It highlights the limitations of conventional neural networks in handling time dependencies, which RNNs address. The video explores RNN applications like machine translation, speech recognition, and text generation, and discusses their future potential in fields like sentiment analysis and image recognition.

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