10 Questions
How many neurons are there in a typical brain?
10 billion neurons
What part of a neuron receives input from other neurons?
Dendrites
Which component of the Artificial Neural Networks (ANNs) is responsible for modeling the relationships between input and output data?
Activation Function
What is the function of the Cell body in a neuron?
Input processing
In machine learning terms, which type of classifier can model nonlinear and complex relationships between input and output data?
Neural Network Classifier
What is the purpose of the activation function in artificial neural networks?
To introduce non-linearity into the output of a neuron
What does a weight near zero represent in an artificial neural network?
The input value does not influence the output significantly
What does the bias parameter help control in an artificial neural network?
The value at which the activation function will trigger
What does a neural network become without an activation function?
A linear regression model
What is the purpose of representing a bias as an extra input in an artificial neural network?
To make the model more flexible and fit best for given data
Test your knowledge on machine learning, neural networks, and their applications in data science. This quiz covers topics such as how artificial neural networks work, forward propagation, weight interpretation, activation function, bias, learning rate, training examples, and applications of neural networks.
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