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Assumptions Of Linear Regression – How to Validate and Fix

October 27, 2019January 27, 2023 FAHAD ANWAR

Linear Regression makes certain assumptions about the data and provides predictions based on that. Naturally, if we don’t take care of those assumptions Linear Regression will penalise us with a bad model (You can’t really blame it!). Continue reading Assumptions Of Linear Regression – How to Validate and Fix

Linear Regression, Machine Learning6 Comments

Multicollinearity – How to fix it?

October 19, 2019October 27, 2019 FAHAD ANWAR

This post will answer questions like What is multicollinearity ?, What are the problems that arise out of Multicollinearity? When do I have to fix Multicollinearity? and How to fix Multicollinearity? One of the important aspect that we have to … Continue reading Multicollinearity – How to fix it?

The Math and Python behind AI/Machine Learning

Tag: Multicollinearity

Assumptions Of Linear Regression – How to Validate and Fix

Multicollinearity – How to fix it?