ITM740
Which of the followings is NOT correct about AI?
A system that acts like humans is not an AI system as it might generate wrong output.
Which statement is NOT correct about human neurons?
The output of neurons can be represented as a linear model
Which statement is correct?
Deep learning is part of AI
Which of the followings is NOT correct?
Artificial neuron and human neuron work the same.
Which of the followings is an unsupervised learning process?
Natural grouping of Ryerson university student
Which of the followings is NOT correct?
A neuron only takes one input and generates one output
Which of the following statement(s) correctly represent(s) a neuron?
All the above statements are valid
Which of the followings is NOT correct about Neural Network learning process?
The larger the inputs are the better the learning process will be
What is a neural network?
A mathematical model inspired by the structure and function of the brain
What is the input layer of a neural network?
The layer that receives the input data and passes it to the next layer
Which statement is NOT correct?
The gradient finds the new weights only based on the existing weights
What is the function of the activation function in a neural network?
To introduce non-linearity into the network
What is the primary goal of training a neural network?
To minimize the difference between the predicted and actual values on the
training set
Which of the following is a common optimization algorithm used in neural network
training?
Gradient Descent
Which of the following is an example of supervised learning?
Classification
What is backpropagation?
The process of updating the weights in the network during training
Which of the following is an example of unsupervised learning?
Clustering
What does backpropagation mean?
Propagate the errors from the output back into the network