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Fix: Resolve ValueError in applying normal equation to Diabetes dataset #30

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AshrafMah wants to merge 1 commit into kuleshov:main from AshrafMah:fix-apply-normal-equation-to-diabetes-dataset-valueerror

AshrafMah commented Jan 2, 2025

This PR addresses a ValueError encountered when working with the Normal equation section due to incorrect shape handling in the code.

Changes Made:

Added the UCI Diabetes Dataset part in this section.
Using all the attributes, so we can calculate the parameters theta that minimize the mean squared error objective.

Validation:

The script now runs without errors.
The scatterplot correctly displays the relationship between BMI and Diabetes Risk.


          Fix: Resolve ValueError in applying normal equation to Diabetes datas…

f8c688b

…et by correcting shape and adding scatter plot

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