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[D] Which ML task(s) would you use to solve this problem?

Hi, I wanted to work with machine learning as a project task and I was able to get my hands on a real problem. As I’m still testing the waters with machine learning, I would like to get input of the experienced community here.

Someone used a drone to gather flight data, their overall goal is to find out what influences the network quality so that they can predict it in unknown territory.

I have flight data (time/coordinates,cell tower, network quality) for the territory A, however territory A is only a very small part of the overall territory.

So I have to predict the network quality of untested territories, with the help of the exisitng data. Fun!

So much about the problem, what I was trying to learn over the last week is what kind of machine learning task I could use for this.

It seems to me that I would need a supervised regression task. Am I correct in that assumption? Am I thinking to simple?

Thanks for any and all input.

submitted by /u/Falkenauge
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.