Transformer Models:

  • Transformers, popularized by models like BERT and GPT, excel in capturing long-range dependencies using self-attention mechanisms.
  • Example: Adapting Keras to implement a Transformer model for predicting customer churn in a subscription-based service, where identifying patterns over extended customer interactions is crucial.

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