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Linear Regression: From Zero to Hero

  • Linear regression explains complex systems with a simple straight line on a graph.
  • History of linear regression dates back to Gauss and Legendre in the 1800s.
  • It is widely used in various fields due to its simplicity and interpretability.
  • Key aspects include weights, bias, error, and cost functions for evaluation.

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