marianna13 / energy-consumption-project

Predict energy consumption of the residential house

Energy consumption project

Predict energy consumption of the residential house

Goal:

Using machine learning model and the historic datas predict energy consumption.

Data:

Residential Energy Consumption Survey Dataset conducted by U.S. Energy Information Adminstration.

Model:

Xgbboost Regressor

Key Features:

• EDA
• Data cleaning
• Data wrangling
• Feature Engineering
• Feature Selection
• Model building
• Model evaluation