FULL SYLLABUS
Programme content
01
From business question to analytical question
Guided explanation, practical examples and an applied task focused on from business question to analytical question.
02
Data quality and preparation
Guided explanation, practical examples and an applied task focused on data quality and preparation.
03
Exploratory analysis
Guided explanation, practical examples and an applied task focused on exploratory analysis.
04
Statistics and patterns
Guided explanation, practical examples and an applied task focused on statistics and patterns.
05
Machine-learning concepts
Guided explanation, practical examples and an applied task focused on machine-learning concepts.
06
Mini analytical project and presentation
Guided explanation, practical examples and an applied task focused on mini analytical project and presentation.
Learning outcomes
- Explain the core technical concepts accurately.
- Apply the relevant methods in guided practical work.
- Test and improve outputs systematically.
- Complete an applied challenge or capstone.
- Present the final work and justify key decisions.