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hello guys welcome to the next section record linkage stochastic and machine learning approaches in this section we will look at topics such as introduce a use case that could be solved by record linkage algorithms demonstrate the use of the r package record linkage cover stochastic record linkage algorithms implement machine learning based record linkage algorithms and build an R shiny application now we move on to the first video of this section that deals with demonstrating the use of record linkage package in this video we're going to take a look at feature generation we will also see string features and phonetic features let's see the use case for record linkage our customer owns and operates water theme parks last year he had induced a couple of small-time firms to solicit customers to purchase theme park tickets the problem at hand now is with one of the small firms let's call it solet solet claims that in the last quarter it was able to channel close to fifteen thousand custom...