Climate Predictions for Different Locations Using Machine Learning and Big Data

8 Pages Posted: 17 Jun 2019

See all articles by Aman Gupta

Aman Gupta

Amity University

Praveen Kumar

Amity University

Seema Rawat

Amity University

Date Written: March 14, 2019

Abstract

In this research paper a system is developed which will predict the weather on the basis of collected data using machine learning and big data various machine learning techniques are used such as linear regression and logistic regression which help the system to analyze the data. Since recent years climate expectations has been finished utilizing the physical model of environment now a days machine learning system are increasingly vigorous in this paper we will investigate the use of machine figuring out how to climate gauge to create progressively precise outcomes for climate estimate. The data is been collected from Open Government Data (OGD) Platform India, National Oceanic and Atmospheric Administration National Centers for Environmental Information, and UCI machine learning data repository.

Keywords: machine learning, climate, linear regression, weather, forecasting, prediction

Suggested Citation

Gupta, Aman and Kumar, Praveen and Rawat, Seema, Climate Predictions for Different Locations Using Machine Learning and Big Data (March 14, 2019). International Conference on Advances in Engineering Science Management & Technology (ICAESMT) - 2019, Uttaranchal University, Dehradun, India. Available at SSRN: https://ssrn.com/abstract=3403960

Aman Gupta (Contact Author)

Amity University ( email )

Praveen Kumar

Amity University ( email )

Seema Rawat

Amity University ( email )

Register to save articles to
your library

Register

Paper statistics

Downloads
66
Abstract Views
178
rank
347,665
PlumX Metrics