Weather forecasting has become one of the challenging areas for researchers. Our day to day jobs, from agriculture to business depends on the day’s weather. Accurate weather prediction is much needed for our society today. This paper predicts daily mean temperature using two-layer feed-forward neural network and the accuracy of the predicted values is checked.