Deep Learning Fundamentals Quiz
1.
What is the primary goal of a neural network?
To store data permanently.
To learn patterns from data and make predictions.
To perform mathematical calculations only.
To encrypt sensitive information.
2.
Which of the following is a common activation function used in neural networks?
Cosine Similarity
ReLU (Rectified Linear Unit)
Euclidean Distance
Standard Deviation
3.
What does the term "backpropagation" refer to in deep learning?
The forward pass of data through the network.
The process of adjusting weights based on error.
Initializing the network's weights randomly.
Removing outliers from the dataset.
4.
Which type of neural network is particularly well-suited for image recognition tasks?
Recurrent Neural Network (RNN)
Transformer Network
Convolutional Neural Network (CNN)
Generative Adversarial Network (GAN)
5.
What is the purpose of the "loss function" in a neural network?
To speed up the training process.
To measure the error between predicted and actual values.
To visualize the network's architecture.
To select the appropriate dataset.
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