FAQ: Implementing Neural Networks - Neural network model: hidden layers

This community-built FAQ covers the “Neural network model: hidden layers” exercise from the lesson “Implementing Neural Networks”.

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This exercise can be found in the following Codecademy content:

Build Deep Learning Models with TensorFlow

FAQs on the exercise Neural network model: hidden layers

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from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import InputLayer
from tensorflow.keras.layers import Dense
my_model = Sequential()
input = InputLayer(input_shape = (features.shape[1],))
my_model.add(Dense(64, activation = "relu")

Why am I receiving this error?

File "life_expectancy.py", line 57
SyntaxError: invalid syntax

Hi best Community!

I doing the ChatBots Path and I have a kinda though -more than a question: in

cap 8/10 (Setup for testing)

latent_dim = 256
decoder_state_input_hidden = Input(shape=(latent_dim,))

decoder_state_input_cell = Input(shape=(latent_dim,))

You’ll se above that both decoder are declared to the same thing in the left side of the declaration.
I wonder why!
Thanx a bunch in advanze /Luis S