Getting Smart through Machine Learning. How Does Machine Learn?

Most of you would have shopped on Amazon. Now when you go into Amazon you see that there are products recommended to you. Who do u think that could have happened. So this is something known as a recommendation engine and a recommendation engine is nothing but a component of machine learning. So let say you and your friend buy similar products to a friend buys five products and you buy three product.