Who is Seasonal Neural ARIMA?

Seasonal Neural ARIMA is like having a super-smart friend who can predict what will happen next, even when there are patterns that repeat over time.

Imagine you have a favorite ice cream shop near your house. Every summer, you go there almost every day. You notice that on Saturdays, they always run out of chocolate ice cream faster than any other day. That’s a pattern, and it repeats each week, like the days of the week. This is called seasonality.

Now imagine your super-smart friend not only knows about this pattern but also learns from your past visits to guess how many scoops you might want next time. They use neural networks, which are like brain-like systems that get better at predicting things as they learn more.

This friend also uses something called ARIMA, which is a special kind of math tool that helps predict numbers based on what has happened before, kind of like how you know the next number in a sequence if you see the first few numbers.

Together, these tools make your friend very good at predicting things with repeating patterns, just like knowing when to bring extra chocolate ice cream for you!