Macroeconomics

Random forest

Weather prediction

Algorithm

Engineering

Ecology

Analytics

Biology

Weather forecasting

Economics

Computer science

Mechanical engineering

Physics

Climate change

Numerical weather prediction

Geography

Work (physics)

Global Forecast System

Data science

Artificial intelligence

Weather patterns

North American Mesoscale Model

Meteorology

Machine learning

Production (economics)

The activities of many primary sectors depend on the weather for production, e.g. farming. The climate is changing at a drastic rate nowadays, which makes the old weather prediction methods less effective and more hectic. To overcome these difficulties, the improved and reliable weather prediction methods are required. These predictions affect a nation's economy and the lives of people. To develop a weather forecasting system that can be used in remote areas is the main motivation of this work. The data analytics and machine learning algorithms, such as random forest classification, are used to predict weather conditions. In this paper, a low-cost and portable solution for weather prediction is devised.

Weather Forecasting Using Machine Learning Algorithm