Machine Learning

lasso regression

A Complete understanding of LASSO Regression

Contributed by: Dinesh Kumar We hope you’ve had a chance to go through our previous articles on regression and ridge regression. Building on that foundation, it’s now time to explore lasso regression. Like its predecessors, lasso regression is a powerful tool for predictive modeling, but it comes with its unique twist—penalizing the absolute size of

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label encoding in python

Label Encoding in Python

Introduction Label encoding is a technique used in machine learning and data analysis to convert categorical variables into numerical format. It is particularly useful when working with algorithms that require numerical input, as most machine learning models can only operate on numerical data. In this explanation, we’ll explore how label encoding works and how to

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