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hello friends this is Tushar bogota from meteorologist today we are going to see another concept of data science so its a part of pre-processing actually this is what we call as binarization and label binarization z these two methods are used to convert your data from one format to another format in many cases we require these particular steps to accomplish before actually applying the machine learning algorithms lets see what do you mean by the binarization first binary I think that you talk like converting the data in the form of 0 or 1 just take an example digital and analog so digital are having 2 possibilities 0 1 on and off or yes and away like this and analog is having multiple possibilities where these values are discrete if you want to convert analog values into digital formats so we must have to keep some threshold value like temperature so temperature is 30 degree 30 degree 35 degree 40 degree we say thats what the analog values are but I need to convert this value in