"Point 6 - Google Analytics
I do not really believe they have not recognized these issues - namely robot / bot artificial traffic. Filtering these are simply does not match their primary business goals: click -> paid visit = revenue. While site…"
"It is a good starting point to get acquainted with Phyton, great share!
For beginners: just start a basic script and you'll learn quickly. Do not forget to get a question / challenge to solve first :)"
"Very good selection!
Usually combining small data with Big Data (or just another "small" data) the results can became more accurate and the model is ready to scale. In prescrive analytics it happens quite frequently.
If your 5k database consists of some behavioural data you may try a Latent Class Analysis - it combines attributes and demonstrates different behaviour behind the curtains - and auto-eliminates useless columns.
The other method could be…"