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[Music] hello and welcome to my nlp mastery series this is joseph smithson i am content creator and instructor at class way in this video i am going to show you what are the pre-trained embeddings and which ones are most used in natural language processing okay how do we make machines understand text data we know that machines are extremely adept at dealing with and work with numerical data but they become sponsoring instruments if we need raw text data to them and how we make the machines understand the text have you ever think about that the idea is to create a representation of words that capture their meanings semantic relationships and the different types of contexts they are used in thats what were emblems or the numerical representation of attacks yes actually i find the concept of embeddings to be one of the most fascinating ideas in machine learning if you ever used siri google assistant alexa we will translate or even smartphone keyboard with next word prediction then chance
