★ Original video · Jon Scheele, NTU PACE · ~15 min

• Why this course in the Applied Data Science pathway
• The university environment: Jupyter + GitHub Codespaces
• How to use PDF materials, exercises, and the assessment structure
• What Level 2 Python proficiency looks like and why it unlocks the next course