- Accurate Weather Prediction has become one of
the challenging tasks as there are unexpected weather
changes occurring every day. A forecast of accurate
weather conditions is essential to ensure safe daily life
activities. Several Techniques are being proposed to
predict weather forecasts, out of which one of the cost.effective and accurate forecasting techniques of weather
prediction is by using machine learning and deep learning
algorithms. This paper mainly presents the Long Short.Term Memory based on the Recurrent Neural Network to
predict the temperature. The main approach presenting
this paper is to attain an accuracy of 90-92% in predicting
weather conditions over five days.