Basics of Machine Learning — Linear Regression (The very first topic of your Data Science Career)

  • Simple Linear Regression
  • Multiple Linear Regression
Equation of a line representing Simple Linear Regression
  • R2(R-squared) or Coefficient of Determination
  • Root Mean Squared Error
  • Residual Standard Error
Formula for R2
Residual Sum of Squares
Total Sum of Squares
Significance of R2
Root Mean Squared Error
Residual Standard Error

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