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September 5, 2025International Journal Of Recent Trends In Multidisciplinary Research

Weather Forecasting Using Machine Learning

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Authors

AAA. AyeshaSardar Bahadur Khan Women's UniversityFKFaisal M. KhanSolent NHS Trust

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Overview

Machine learning improves temperature and humidity predictions, indicating its potential in weather forecasting.

Key Points

  • Machine learning significantly enhances the accuracy of short-term weather predictions based on historical data.
  • Models were evaluated using accuracy, mean squared error, showing improvements in prediction reliability.
  • A deep learning model implemented via PyTorch captures complex patterns in multivariate weather data.
  • Real-time forecasting capabilities were demonstrated through deployment using Flask, enhancing decision-making.

Cite This Study

Ayesha et al. (2025) studied this question.

synapsesocial.com/papers/68bb46bd6d6d5674bccfe9dbhttps://doi.org/10.59256/ijrtmr.20250504006
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