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Linear Regression with 1 variable : Machine Learning

linear regression with one variable to predict pro ts for a food truck. Suppose you are the CEO of a restaurant franchise and are considering di�erent cities for opening a new outlet. The chain already has trucks in various cities and you have data for pro ts and populations from the cities. The le ex1data1.txt contains the dataset for our linear regression prob- lem. The rst column is the population of a city and the second column is the pro t of a food truck in that city. A negative value for pro t indicates a loss.

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