Please use a neural network to predict future values. (Please find free software, and use it).

 Please personally select 110 data from http://www.forecasts.org/data/. 100 data are used to train the neural network, and 10 remaining data are used to test it in prediction accuracy (average absolute error). 

 Please use the 100 data to train a shallow neural network with one hidden layer and a deep neural network with at least 8 hidden layers, respectively. Then use the two trained neural network to predict 10 remaining values. Please use two different Figures to show training results and testing results (showing both values generated by the two neural networks and real values). Please use a table to show average absolute errors of the two neural networks, and analyze the results. 

 Please write a conclusion and a future work.

 You must show basic steps clearly (show all data sets and processing steps). Please make great effort to write a perfect solution.