Performing a Code Review
Review and refine Python code to ensure quality, clarity, and performance.
Step into the role of a Senior Data Scientist tasked with reviewing code written by a Junior team member. In this project, you'll assess logic, code structure, and visualizations related to smartphone data. You'll improve the workflow by applying Python best practices like PEP-8 formatting, DRY principles, modularization, and enhanced documentation to ensure production readiness.
- Review and revise data ingestion, cleaning, and visualization code.
- Apply PEP-8 and DRY principles for cleaner, more maintainable code.
- Improve readability, structure, and documentation of Python scripts.
- Ensure the notebook meets professional software engineering standards.