Project Neural Network
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Engineering, Information Technology (IT), Architecture
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University
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Practice Problem
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Hard
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary advantage of using Keras over TensorFlow for neural network design?
Keras allows for designing neural networks with fewer lines of code.
Keras supports more data types than TensorFlow.
Keras provides more control over neural network design.
Keras is faster than TensorFlow.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which dataset is used in the tutorial for classifying handwritten digits?
ImageNet
CIFAR-10
MNIST
Fashion-MNIST
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why do we divide pixel values by 255 during preprocessing?
To reduce the size of the dataset.
To convert images to grayscale.
To increase the pixel values.
To normalize the pixel values for better processing.
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of the Sequential Model API in Keras?
To allow parallel processing of layers.
To visualize the neural network architecture.
To build neural networks layer by layer in sequence.
To automatically optimize the model.
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which activation function is used in the output layer of the simple neural network?
Softmax
ReLU
Tanh
Sigmoid
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is an epoch in the context of training a neural network?
A single update of the model weights.
A single pass through the entire training dataset.
A single iteration over a batch of data.
A single evaluation of the model on test data.
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of evaluating the model on test data?
To adjust the model's hyperparameters.
To verify the model's ability to generalize to new data.
To increase the model's training accuracy.
To reduce the model's training time.
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