Machine translation is use of either rule-based or probabilistic machine learning approaches to translation of text or speech from one language to another, including the contextual, idiomatic and pragmatic nuances of both languages.
A mobile phone app translating Spanish text into English
Machine translation could produce some non-understandable phrases, such as "鸡枞" (Macrolepiota albuminosa) being rendered as "wikipedia".
Broken Chinese "沒有進入" from machine translation in Bali, Indonesia. The broken Chinese sentence sounds like "there does not exist an entry" or "have not entered yet".
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. Recently, artificial neural networks have been able to surpass many previous approaches in performance.
Clustering via Large Indel Permuted Slopes, CLIPS, turns the alignment image into a learning regression problem. The varied slope (b) estimates between each pair of DNA segments enables to identify segments sharing the same set of indels.
A decision tree showing survival probability of passengers on the Titanic
