Statistical Data Analysis Course
This course equips participants with essential statistical analysis skills for retail data, focusing on exploratory data analysis, regression modeling, hypothesis testing, and creating actionable insights through reproducible workflows and executive reporting.

4 to 360 hours 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 advantages
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 the 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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