I am confident of my cost estimates because 1) I have taken the time to mathematically calculate expected cap ex 2) I have been doing this for quite a few years. 

This happening was a mathematical certainty to come, no genius on my forecasting it, it's just math's.CRE has a LOT of "pull" to get assorted bail-out's.

No one knows the magnitude of the demand shift and the supply shift, so we cannot "mathematically" say we know what is going to happen.

You're not buying a mathematical share of a corporation or a virtual slice or a business.

Your advice is so narrow minded to full time or homebased investors I can't believe that I am the only one that ever sees this when they read your posts.I will never personally throw away a 15% COC return because it doesn't meet some ridiculous forced appreciation projection, or whatever other mathematically self-stroking overly analytical criticism can be thrown at it.  

We need to continue to be at the forefront of technology, then get more in front of it on the military and mathematics end.

Machine learning is basically, a mathematical/computer algorithm that can automatically improve itself using experience in the form of previously collected data.

Keep in mind the author of the hook on this that is touted on this site is a real estate professional and a Broker with an extensive network its all good in theory .. but implementing it on those size assets is a whole different ball game.its why turn key is popular u may save a bit on do it yourself or get the refi.. but finding the deal that works mathematically to get all your money back is a very big challenge in most markets given the competition.. 

Maybe not the most mathematically optimal solution, but we will be proud to pay it all off fast and never have to think about it again.

If you followed a blog that told you the math didn't matter, you should do this instead, and then gave you an affiliate link to an investment that was mathematically inferior you would likely stop taking the advice of that blogger.