Chapter 10 Deep Learning

Learning objectives:

• Describe the structure of a single-layer neural network.
• Describe the structure of a multilayer neural network.
• Describe the structure of a convolutional neural network.
• Describe the structure of a recurrent neural network.
• Compare deep learning to simpler models.
• Recognize the process by which neutral networks are fit.
• Explain the double descent phenomenon.