Forecasting is one of the essentials in human society nowadays. People forecast crime rate, stock price, weather, etc. Jena is a German university city and the second largest city in Thuringia. In this article, I am gonna use Jena’s weather data to forecast its temperature in two phases. The first phase is exploratory data analysis, and the second phase will mainly focus on LSTM application and hyper parameter tuning.