cs 18: e4

Research Article

Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms

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  • @ARTICLE{10.4108/eai.7-12-2018.159405,
        author={Aastha Sharma and Vijayakumar V},
        title={Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms},
        journal={EAI Endorsed Transactions on Cloud Systems: Online First},
        volume={},
        number={},
        publisher={EAI},
        journal_a={CS},
        year={2019},
        month={7},
        keywords={Predictive Analytics, Weather Forecasting, Machine Learning Algorithms.},
        doi={10.4108/eai.7-12-2018.159405}
    }
    
  • Aastha Sharma
    Vijayakumar V
    Year: 2019
    Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
    CS
    EAI
    DOI: 10.4108/eai.7-12-2018.159405
Aastha Sharma1,*, Vijayakumar V1
  • 1: SCSE, Vellore Institute of Technology, Chennai, India
*Contact email: aastha.sharma2018@vitstudemt.ac.in

Abstract

Agriculture is the backbone of every economy. In a country like India, which has ever increasing demand of food due to rising population, advances in agriculture sector are required to meet the needs. To add to it, the present economic conditions and government policies of India are such that it necessitates the adoption of Precision farming or smart farming. It will enable the farmers to maximize their crop yields and minimize the input costs as well as the losses due to reasons like uncertain rainfall, droughts etc. from this model. For Predicting weather forecasting we will use machine learning Algorithms like Linear Regression, Decision tree.