How do neural networks learn?

Can you explain how neural networks learn from data?

Sure! Neural networks learn by adjusting their weights based on the data they process during training.

What is the role of the training data in this process?

Training data provides examples for the neural network to learn from, helping it to recognize patterns.

How do they improve their accuracy over time?

They improve by minimizing the error in their predictions through techniques like backpropagation.

Are there different types of neural networks for different tasks?

Yes, there are various types like convolutional neural networks for images and recurrent neural networks for sequences.