[Notebook 10] Content review & formatting

[dannycab]

Overview

Review and edit notebook 10 for content quality, formatting, and media links.

Checklist

• Review learning goals for clarity and completeness
• Check all video links are working and properly embedded
• Fix typos, grammar, and spelling errors
• Verify markdown formatting consistency
• Ensure all equations render correctly
• Update or verify all cross-references
• Review narrative flow and explanations
• Test notebook execution if applicable

Notes

• Check for outdated references or links
• Ensure code examples work properly
• Verify all mathematical notation is correct