This is a Data Analytics task in which I play a bit with the standard tools to get the job done. The data for this task is received as a stream of events related to an individuals browsing behaviour with each event having a number of properties.
The task covers several aspects such as:
1)How to Analyse Data
2)How to interogate a JSON content
3)How to use Regular Expressions or Text Mining to identify urls inside an Html code
4)How to design a Classification Model
5)How to deal with Imbalanced Data
6)How to use Bayesian inteligent search to find the best Hyper-Parameters combination
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