Huston Data for predict temperature within day
I want to predict the temperature within a day. E.g. based on the last 7 hours predict the temperature in 2 hours. For the training I want to use the daily data. That means I have over 45,000 examples for training.
Could you give me some suggestions on how to model this?
I know it doesn't make much sense, it's just a matter of applying the technique.
Thank you very much in advance,
1. I have only one day data, for every minute one in my case. I can use the time series prediction based on data of a certain day . No problem. E.G based on the data of the last 15 minutes forcasting for the +5 minute.
2. But I have several days with data (based on minutes) and the question is: How could use all those time series data for better predicting ?