Machine translation

There are more than 4,000 languages in this world and billions of people communicating through them. You can imagine the scale at which language translation is required. Most of the translations were done with human translators because classical rule-based translations made by machine were quite often meaningless. Deep learning came up with a solution to this. It can learn the language like we do and generate translations that are more natural. This is commonly referred to as neural machine translation (NMT).