Apply Statistical Techniques to Generate Actionable Business and Operational Insights

Learning Objectives

At the end of this topic, you will be able to:

1. Select appropriate statistical techniques based on the analytical question and data type.
2. Analyse correlation and regression relationships between variables.
3. Apply hypothesis testing and interpret p-values and confidence intervals.
4. Validate conclusions against statistical assumptions and identified data limitations.
5. Translate statistical results into business and operational insights.
6. Formulate and document clear, evidence-based, actionable recommendations.