What we’ve learned is the stock market can predict a housing crisis long before the crash occurs. It’s also important to remember that real estate and housing stocks follow the leading indicators we’ve utilized and not the stock market as a whole because the former is the most ac...

The big three; building permits, housing starts, and new homes sales are the most reliable for predicting housing market health in the U.S. released once every month respectively, the data associated with the indicators can be freely downloaded from the Internet. 

Once hous...

The biggest problem, thoug h, is that models like this one are performed only on a single task. Future tasks require a new set of data points as well as equal or more amount of resources.

Transfer learning is an approach in deep learning (and machine learning) where knowledge is ...