| Skill | Real‑World Application | |-------|------------------------| | | Preparing raw logs for business intelligence dashboards. | | Statistical inference | Designing A/B tests for product features. | | Regression modelling | Forecasting demand, pricing, or risk in finance. | | Model validation | Ensuring robustness of predictive models in healthcare. | | Effective communication | Translating analytic insights into executive summaries. |
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