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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] Predicting house prices #130

Open Damanpreet opened 3 years ago

Damanpreet commented 3 years ago

Learning Goals

PCA, Linear Regression, Lasso Regression, Ridge Regression, Elastic Net and Gradient Boosting Technique

Exercise Statement

Predicting house pricing by using advanced regression techniques. Using PCA for feature selection.

Prerequisites

Know the basics of each concept stated in learning goals.

Data source/summary:

Kaggle.

gimseng commented 3 years ago

Hi @Damanpreet thanks ! This seems cool. Since we already had regression projects on housing prices, it'd be cool to focus on PCA and gradient boosting technique.

Another good thing is to discuss in depths regularization, if that's something you want to do.

Thanks !

Damanpreet commented 3 years ago

@gimseng Thanks for your suggestion, will also try that out!