UofT-DSI | Python - Assignment 2

[ruokun-ai]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

Implemented data loading, patient-level summarization (mean, max, min), and anomaly detection for clinical trial datasets.

What did you learn from the changes you have made?

Improved understanding of vectorized operations with NumPy and structuring reusable analysis functions.

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

Considered using pandas for more expressive data manipulation and scalability.

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

Handled environment setup issues and execution order in Jupyter by ensuring proper dependency installation and consistent cell execution.

How were these changes tested?

Verified output shapes and correctness using provided datasets and expected results.

A reference to a related issue in your repository (if applicable)

N/A

Checklist

• I can confirm that my changes are working as intended

[monzchan]

Excellent Work! That's Perfect