Deep Learning Fundamentals MCQs

Topic-wise practice questions for Artificial Intelligence & Machine Learning. Test your knowledge, check solutions on demand, and pace your preparation.

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Q11easy
In the context of weights, what is Weight Initialization?
Q12hard
What is the main purpose of Batch Normalization?
Q13easy
What is a Hidden Layer?
Q14medium
A developer chooses to use a ReLU activation function instead of Sigmoid. What is the most significant benefit?
Q15medium
Which function is typically used in the output layer of a Multi-class Classification problem?
Q16easy
What does the Loss Function measure in deep learning training?
Q17easy
What does the Optimizer do?
Q18hard
In a simple neuron, the output is calculated as Output = Activation(Sum(Input * Weight) + Bias). What is the role of the Bias term?