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Linear Regression Parameter Estimation by Shishir Zaman is a document available to read on EtoBox.
What is Linear Regression Parameter Estimation about?
1) The document is source code for linear regression using an iterative method to find regression parameters. It imports libraries, creates a sample dataset, and initializes weights. 2) It then runs 25 iterations to update the weights using gradient descent. The weights are recorded after 5, 10, 15, 20, and 25 iterations. 3) The results show the weights gradually updating with each additional iteration, converging towards optimal values that minimize error in the linear regression model.
- Author
- Shishir Zaman
- Language
- EN