Regression Made Simple in Excel | CBSE Class 11 AI | Scatter Plot, Trendline & R² Explained
Автор: AI With Papia
Загружено: 2026-03-03
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Regression Made Simple in Excel | CBSE Class 11 AI | Scatter Plot, Trendline & R² Explained
In this video, we understand Linear Regression step-by-step using Excel.
This lesson is perfect for:
✔ CBSE Class 11 Artificial Intelligence
✔ Beginners learning regression
✔ Students preparing for AI Viva or Practical
✔ Anyone who wants to understand Least Squares simply
In this video you will learn:
• What is Regression?
• How to plot a Scatter Graph in Excel
• How to add a Trendline
• How to generate the regression equation
• How to verify slope (m) and intercept (c)
• What is R² value?
• What is Least Squares Concept?
• Why it is called Best-Fit Line?
We also compare a random line with the regression line to prove why regression minimizes total squared error.
This is explained visually and practically so that even beginners can understand.
📌 If you are a CBSE AI student, this video is very important for your exams.
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#aiwithpapia #LinearRegression #CBSEClass11AI
#ArtificialIntelligence #ExcelForStudents #RegressionAnalysis
#DataScienceBasics #AIClass11 #LeastSquares
#TrendlineExcel #R2Value
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