- No prior marketing or analytics experience is required; the course introduces foundational concepts.
- Basic familiarity with spreadsheets or numbers is helpful but not mandatory.
- Step-by-step lessons cover data-driven decision making and metrics.
- Hands-on exercises allow learners to analyze marketing datasets.
- Beginners can gradually develop confidence in applying analytics to marketing problems.

