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Questions and Answers
Which type of machine learning method is deep learning based on?
Which type of machine learning method is deep learning based on?
- Supervised learning
- Semi-supervised learning
- Unsupervised learning (correct)
- Reinforcement learning
What does the term 'deep' in deep learning refer to?
What does the term 'deep' in deep learning refer to?
- The complexity of the training data
- The speed of the learning process
- The size of the training dataset
- The use of multiple layers in the network (correct)
Which type of neural network architecture is commonly used in computer vision?
Which type of neural network architecture is commonly used in computer vision?
- Transformers
- Convolutional neural networks (correct)
- Deep belief networks
- Recurrent neural networks
In which field have deep learning architectures produced results comparable to human expert performance?
In which field have deep learning architectures produced results comparable to human expert performance?
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How do artificial neural networks (ANNs) differ from biological brains?
How do artificial neural networks (ANNs) differ from biological brains?
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