Association Rule Mining using Apriori Algorithm

Have you ever wondered how Amazon suggets to us items to buy when we’re looking at a product (labeled as “Frequently bought together”)?
For example, when checking a GPU product (e.g. GTX 1080), amazon will tell you that the gpu, i7 cpu and RAM are frequently bought together.
Which is true because a lot of people buy their components grouped when building a desktop pc.