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Correlation and Regression Analysis Course

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

What will I learn?

Gain skills in cleaning sales data, using correlation matrices and visuals to find drivers, building linear models in Python or R, checking assumptions, interpreting coefficients for financial insights, running what-if scenarios, and creating simple summaries and charts for management decisions.

Elevify advantages

Develop skills

  • Explore sales drivers through exploratory data analysis using correlation matrices, heatmaps, and pairplots.
  • Build, diagnose, and compare ordinary least squares regression models in Python and R.
  • Translate regression coefficients into understandable impacts on revenue and margins.
  • Conduct scenario analysis with what-if forecasts for discounts and advertising budgets.
  • Create executive reports by transforming statistical results into clear, non-technical summaries.

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 say

Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change 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 switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, 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 help a lot with learning.
André Felipe
André FelipePrompt Engineering Student

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