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hey everyone welcome back so today weamp;#39;re going to be looking at coding word to vec so the best case scenario is you come here having watched the word to vec video that we made or at least understand the idea of word to vec and then here weamp;#39;ll look at how to code it pretty simply so iamp;#39;ve written all the code out here and i wonamp;#39;t spend time going into each and every little thing but iamp;#39;ll talk about the high level parts of the code and so hereamp;#39;s the text that weamp;#39;re going to be using in order to convert each of the words in this text into a vector in initially two-dimensional space but weamp;#39;ll see what happens when we increase the embedding size so this text you can go ahead and read it itamp;#39;s kind of silly i basically just put the words data science and statistics like many many times in here just to make sure that word2vec picks up on all that and puts the words data science and statistics kind of close together