What are the use cases are required in business using ML or AI programming. So that I can looking at how to build applications to resolve those problems?
Machine learning is often used in business to solve the following tasks:
You can find more information about applying ML in business in " How to Use Machine Learning to Solve Business Problems "
I have deployed several business applications that use ML using ruby and .NET. One was to keep an eye on rental construction equipment return forms and maintenance history to "tweak" when equipment gets service. Another is an application that monitors production line robotics and watches for many data variables that give clues to pending hardware failures. I also just finished some classifier code for a community site I manage that analyzes the post making sure it is applicable to the discussion and notifying a moderator if it is not.
As you can see there is a wide range of problems being managed in these examples. You can go on and on as "J" said below it's just statistics and having relevant data so the sky is the limit! Good luck!
That's a good place to start for a few basic use cases and examples to learn.
I would go with any topic you're interested in, reduce it to core components and then get the data. The more data you have the more accurate you can train your models.
j
stuff ;)
everything that uses predictions? it correlates with mass ofc so you need a certain amount of these problems that predictions make sense.
So maybe Phone companies incoming requests for cancelling your contract.
you could also go for network optimizations. Complex model calculations -> what is needed that a town in country XYZ can optimize it's water consumation.
ML is just statistics so think about something where you have enough information to train such a network, or there is enough money behind it so it pays off in the long term to invest money into it.
That would be my approach.