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on 21-May-2025 (Wed)

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Flashcard 7702478720268

Tags
#deep-learning #keras #lstm #python #sequence
Question
The Stacked LSTM is a model that has multiple [...] LSTM layers
Answer
hidden

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The Stacked LSTM is a model that has multiple hidden LSTM layers

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Annotation 7702481079564

#deep-learning #keras #lstm #python #sequence
unlike other RNNs, the LSTM has a unique formulation that allows it to avoid the problems that prevent the training and scaling of other RNNs
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an> Like RNNs, the LSTMs have recurrent connections so that the state from previous activations of the neuron from the previous time step is used as context for formulating an output. But unlike other RNNs, the LSTM has a unique formulation that allows it to avoid the problems that prevent the training and scaling of other RNNs <span>

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Flashcard 7702483176716

Tags
#feature-engineering #lstm #recurrent-neural-networks #rnn
Question
The LSTM neural network, which we introduce next, is a kind of RNN that has been modified to effectively capture [...] dependencies in the data
Answer
long-term

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The LSTM neural network, which we introduce next, is a kind of RNN that has been modified to effectively capture long-term dependencies in the data

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Annotation 7702486060300

For organizations to lead from a customer-centric position, they increasingly need a comprehensive view of the full customer journey, as well as the ability to obtain deep, granular insight on what is driving customer experience
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For organizations to lead from a customer-centric position, they increasingly need a comprehensive view of the full customer journey, as well as the ability to obtain deep, granular insight on what is driving customer experience. They need immediate and individual signals in order to take action “in the moment” and to create relevant experiences for each customer, and they need to demonstrate that the experienc

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