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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?

This focused course on correlation and regression analysis teaches data cleaning for sales records, driver exploration via matrices and charts, linear model construction in Python or R, assumption checks, coefficient interpretation for business effects, what-if simulations, and creation of executive-friendly reports and graphics to drive informed decisions.

Elevify advantages

Develop skills

  • Perform exploratory data analysis on sales drivers using correlation matrices, heatmaps, and pairplots.
  • Build, diagnose, and compare ordinary least squares regression models in Python and R.
  • Interpret regression coefficients to estimate impacts on revenue and profit margins.
  • Conduct scenario analysis with what-if forecasts for pricing and marketing budgets.
  • Create executive summaries and visuals from statistical results for non-technical audiences.

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.
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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