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residual-plot

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Python package with a class that allows pipeline-like specification and execution of regression workflows.

  • Updated Dec 7, 2024
  • Python

Suicides in India 2019: A Case Study on the impact of the societal constructs on Mental Health

  • Updated Jul 6, 2022
  • Jupyter Notebook

Finding out the most relevant features for pricing of a house

  • Updated Mar 12, 2024

A study about Regression algorithms

  • Updated Aug 10, 2024
  • Jupyter Notebook

This is the last project in Level 1 of roadmap, and it was not classification this time, but Linear Regression. This project enabled me to understand the residuals, and check if there were any outliers by the graph. I even learnt the different types of encoding like one-hot, ordinal encoding. I even compared with other models like random forest

  • Updated Feb 15, 2026
  • Python

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