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Correlation and Regression Analysis Course

Correlation and Regression Analysis Course
4 to 360h flexible workload
certificate valid in your country

What will I learn?

Learn to clean sales data, analyze drivers via correlations and visuals, develop robust linear regression models in Python or R, check assumptions, interpret financial impacts of coefficients, simulate what-if scenarios, and produce executive-friendly summaries and charts for data-driven decisions.

Elevify advantages

Develop skills

  • Perform EDA on sales drivers using correlation matrices, heatmaps, and pairplots.
  • Build, diagnose, and compare OLS regression models in Python and R.
  • Interpret coefficients to estimate revenue and margin impacts.
  • Conduct what-if scenario analysis for discounts and ad spend.
  • Create executive summaries from statistical outputs for non-technical audiences.

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.
Workload: between 4 and 360 hours

What our students are saying

Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to switch platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the presentation style and video transcription, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos really help with learning.
André Felipe
André FelipePrompt Engineering Student

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