Day 11: Overfitting in Neural Networks and Project Work Time

Agenda

• 3:45-4:10pm: Overfitting in Neural Networks
• 4:10-4:12pm: Reminder about educational research opportunity
• 4:12-5:25pm: Project work time

Overfitting in Neural Networks

We’ll talk about the common problem of overfitting in neural networks. Here are some resources to look at to learn more. We’ll go through this notebook, but we also have some more resources for you to look at.

• PyTorch – Popular techniques to prevent the Overfitting in a Neural Networks
• Dropout Regularization Using PyTorch: A Hands-On Guide