We can now develop and use the unit test and the regression test to check the quality of our analytics.

To deploy analytics on the cloud, we have to decide whether to use cold-path or hot-path. The developed algorithm needs a lot of data and should run daily or weekly so that we don't need to use a stream-based infrastructure and we can use the batch processing mechanism.