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Multiple Choice Questions (MCQs)

Multiple Choice Questions (MCQs)

1. Which dataset is used in this project?

a. MNIST

b. CIFAR-10

c. Fashion-MNIST

d. ImageNet

Answer: b. CIFAR-10

2. Which library is used to build the deep learning models?

a. Pandas

b. NumPy

c. TensorFlow

d. OpenCV

Answer: c. TensorFlow

3. Why are image pixel values normalized?

a. To change image colors

b. To improve model training

c. To reduce the number of images

d. To resize the images

Answer: b. To improve model training

4. Which neural network is designed specifically for image classification?

a. Decision Tree

b. Linear Regression

c. Artificial Neural Network

d. Convolutional Neural Network

Answer: d. Convolutional Neural Network

5. Which activation function is commonly used in the output layer for multi-class classification?

a. ReLU

b. Sigmoid

c. Softmax

d. Tanh

Answer: c. Softmax