(hw3)=

# Homework 4

:::{epigraph}
Neural Networks
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## Learning Objectives

- Develop intuition for neural network architectures and how backpropagation works
- Practice with neural network training and evaluation implementation in PyTorch
- Consider practical deployment concerns in medical AI models

:::{tip}
If you are uncertain or have questions about any portion of the homework, please do come to my office hours, Bhargavi's TA hours, or reach out on Ed!
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:::{note}
This homework is due **Monday 4/13 at 11:59pm.**
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- [Part 1: Foundations](hw4_foundations.ipynb)
- [Part 2: Predictions](https://colab.research.google.com/drive/1CdCBIrE3lztLfyQjx7pcumUtmmhDON9f?usp=sharing)