/Predicting_Heating_Load-of_a_Building

This repository contains datasets and notebooks for estimating building heating and cooling loads. Explore analyses using Linear Regression with and without sklearn.

Primary LanguageJupyter Notebook

Predicting_Heating_Load-of_a_Building

We have prepared a dataset in the HeatingLoadOfBulding.csv file. This dataset is used to estimate the heating load and cooling load of a building based on its parameters.

In 'Predicting Heating Load of a Building using Linear Regression' notebook, I analyzed and modeled our dataset using LinearRegression() method from sklearn package.

In Predicting Heating Load of a Building using Linear Regression without sklearn, I analyzed and modeled our dataset without using sklearn package. I useed just the mathematical equations and implemented with python.