Deep Learning

Which of the following is NOT supervised learning?

• Decision Tree

• Linear Regression

• Naive Bayes

• Clustering

What is the primary purpose of Back Propagation Networks (BPN)?

• a) Image classification

• b) Language translation

• c) Minimizing error in neural networks

• d) Generating random numbers

What is the basic building block of a neural network?

• Layer

• Neuron

• Weight

• Edge

What is the main goal of deep learning?

• Unsupervised learning

• Feature extraction

• Training neural networks to learn from data and make predictions

• Reinforcement learning

What does the term "ReLU" stand for in the context of activation functions?

• Random Element Linear Unit

• Resilient Learning Encoder

• Recursive Leverage Engine

• Rectified Linear Unit

Who am I? I am the most fundamental block of a single-layer neural network?

• Neuron

• Node

• Synapse

• Perceptron

In deep learning, what does the term "backpropagation" refer to?

• Forward movement of data

• Learning from mistakes

• Rewinding the network

• Initialization of weights

What is the purpose of an activation function in a neural network?

• Adjusting weights

• Reducing bias

• Introducing non-linearity

• Controlling iterations

Which type of neural network is commonly used for image recognition tasks?

• Feedforward Neural Network (FNN)

• Recurrent Neural Network (RNN)

• Convolutional Neural Network (CNN)

• Artificial Neural Network (ANN)

What role does the "bias" play in a neural network?

• Adjusting the overall influence of inputs

• Reducing computation time

• Controlling learning rate

• Initializing weights