A Practical Approach to Timeseries Forecasting Using Python - LSTM Implementation and Errors

Interactive Video
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Computers
•
9th - 12th Grade
•
Hard
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7 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following layers is NOT mentioned as being imported in the initial setup?
Convolutional
Dropout
Dense
Bidirectional
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the activation function used in the LSTM layer?
Tanh
Sigmoid
Softmax
ReLU
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which optimizer is used to compile the LSTM model?
RMSprop
Adam
Adagrad
SGD
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the loss function used in the model compilation?
Categorical Crossentropy
Mean Squared Error
Binary Crossentropy
Mean Absolute Error
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How many epochs are set for training the model?
50
62
100
30
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the batch size used during model training?
64
32
16
8
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the validation split percentage used in the model training?
0.05
0.2
0.1
0.15
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