(hw3)=

# Homework 3

:::{epigraph}
Ensembling
:::

## Learning Objectives

- Develop mathematical intuition for variance reduction
- Implement bagging and boosting from scratch
- Learn about transparent model reporting
- Practice building and rendering code-executable websites

:::{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!
:::

:::{note}
This homework is due **Fri 4/3 at 11:59pm.**
:::

- [Part 1: Foundations](hw3_foundations.ipynb)
- [Part 2: Predictions](hw3_predictions.ipynb)