ML: What is it really?

Machine Learning is, as its name defines it, a machine who learns. The first reference of Machine Learning dates back to 1959 and attributed to artificial intelligence and computer gaming pioneer; Arthur Lee Samuel. Imagine yourself at the supermarket, shopping for your weekly meals. You pass through the fruit and veg section. You are looking to buy some fruits today, so you have to sort through the section to find fruits instead of vegetables.