Statistical Data Analysis Course
Master statistical data analysis for retail: clean transaction data, run t-tests, ANOVA, and regression in R/Python, and turn results into clear, decision-ready reports that show revenue impact, discount ROI, and actionable business insights.

4 to 360 hours of flexible workload
valid certificate in your country
What Will I Learn?
The Statistical Data Analysis Course teaches you to clean and validate transaction data, build reliable regression and correlation models for revenue and discounts, and run t-tests, ANOVA, and nonparametric methods with confidence. You will create clear visual summaries, executive-ready reports, and reproducible workflows in Python, R, or spreadsheets that turn raw order data into concrete, decision-focused recommendations for managers.
Elevify Differentials
Develop Skills
- Retail EDA mastery: build clear revenue and discount summaries fast.
- Regression for decisions: translate model outputs into concrete actions.
- Practical inference tools: choose tests, CIs, and effect sizes for business.
- Reproducible workflows: clean, validate, and document transaction data.
- Executive reporting: craft concise, manager-ready tables, charts, and insights.
Suggested Summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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