Deep Learning - Crash Course 2023 - Building a Neural Network with TensorFlow

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Computers
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9th - 10th Grade
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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 the Keras API in TensorFlow?
It allows for low-level programming.
It is faster than other APIs.
It simplifies the process of building and training models.
It is the only way to use TensorFlow.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How do you define a sequential model in TensorFlow?
By using the function TF KRS dense.
By using the function TF KRS parallel.
By using the function TF KRS compile.
By using the function TF KRS sequential.
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does a dense layer in a neural network imply?
It has no activation function.
It is the last layer of the network.
Neurons are sparsely connected.
Each neuron is connected to every neuron in the next layer.
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which activation function is NOT mentioned as supported by TensorFlow?
Tanh
Softmax
Linear
Sigmoid
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of an activation function in a neural network?
To compile the model
To train the model
To introduce non-linearity
To initialize weights
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What are the three key components specified during the model compilation in TensorFlow?
Optimizer, loss function, and metrics
Layers, neurons, and activation functions
Batch size, epochs, and validation data
Input shape, output shape, and learning rate
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which optimizer is mentioned as an example in the transcript?
SGD
RMSprop
Adam
Adagrad
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