Lab Notebooks
Jupyter notebook lab materials are distributed through the password-protected Box folder below. The notebook folders include the datasets needed for each lab.
Open notebook lab materials on Box
Ask Eric for the password.
Student Materials
| Lab | Material |
|---|---|
| Lab 1 | Python Environment and Notebook Setup |
| Lab 2 | Data Analysis and Visualization |
| Lab 5 | Linear Regression and KNN Regression |
| Lab 7 | Linear Regression Big Lab |
| Lab 8 | Train/Validation/Test Split and Polynomial Regression |
| Lab 10 | Logistic Regression |
| Lab 12 | Classification Big Lab |
Notes
- Download the full folder for the lab you are working on, then open the
.ipynbfile from that folder. - Keep the dataset filenames unchanged.
- The datasets are already included in the notebook lab folders on Box.
-
If a notebook cannot find a dataset, check the current working directory in Jupyter with:
import os os.getcwd() - Instructor answer notebooks are kept in the private repository under
_instructor/answer-notebooks/and are excluded from the published website.