My Projects
House Power Consumption Prediction
Technology: Jupyter Notebook
This project is based on machine learning that predict the power consumption of our house for next week.
Problem Description
The household power consumption dataset that describes electricity usage for a single house
over four years.
How to explore and understand the dataset using a suite of line plots for the series
data and histogram for the data distributions.
How to use the new understanding of the problem to consider different framings of the
prediction problem, ways the data may be prepared, and modeling methods that may be used.