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Linear Regression (Gradient Descent) from scratch
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May 23, 2021
Python
A Econometric Analysis of the India's GDP to determine whether their is any flaw in India's GDP, as quoted by Dr. Arvind Subhramanium.
Conducted a comprehensive research project focused on regression analysis and modeling to explore the relationship between income and education.
Implemented ordinary least squares regression from scratch in python by computing root mean square error and coefficient estimates
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Apr 17, 2020
Jupyter Notebook
penalized linear and logistic regression R package
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Dec 28, 2021
Jupyter Notebook
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