Machine learning all the way, baby! That's the future right there. Plus, it's way more exciting than just crunching numbers. I bet this exam question is just a ploy to see who's the most tech-savvy.
Trends analysis could be a good starting point, but it's not going to give you the predictive power you need. Might as well just look at a crystal ball and call it a day.
Data automation sounds like it might be too basic for this kind of task. I mean, who wants to make predictions with just automated data? Might as well give the Magic 8 Ball a try.
Multiple regression could work too, but it's a bit more manual and doesn't have the same level of self-improvement as machine learning. Still, it's a solid option.
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