Deep Learning Beginner Quiz 1
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Beginner Quiz 1
1. What is Deep Learning?
A branch of machine learning that uses multi-layer neural networks to learn from data
A general technique for storing and backing up large datasets
A set of tools only for cleaning and formatting raw data
2. Which is a common use of Deep Learning?
Recognizing objects or people in images or video
Automatically aligning cells in a spreadsheet layout
Adding email signatures to outgoing messages
3. What is a neural network?
A set of connected artificial units that transform inputs into outputs
A group of physical computers linked over the internet
A specialized table used to store relational data
4. What are the basic parts of a neural network?
An input layer, one or more hidden layers, and an output layer
Only rows, columns, and primary keys
Only files, folders, and user accounts
5. What does a neuron do in a neural network?
Combines its inputs, applies a function, and produces an output value
Archives documents and media files for later use
Sends and receives email messages on a schedule
6. What is the input layer?
The first layer of neurons that directly receives the raw features
The final layer that outputs predictions for the user
A middle layer that only stores temporary values
7. What is an activation function?
A function that adds nonlinearity so the network can model complex relationships
A keyboard shortcut used to start a software program
A method that permanently saves model files to disk
8. Which of these is a popular activation function?
ReLU (Rectified Linear Unit)
A plain arithmetic sum operator
A simple average of spreadsheet cells
9. What is the output layer?
The final layer that produces the model’s prediction
The layer that first reads the input data
A hidden layer that only passes values onward
10. What is “training” a neural network?
Iteratively adjusting parameters so predictions better match the target outputs
Powering on the computer that runs the neural network
Manually typing out every possible answer in advance
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