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In this project, I perform preprocessing by converting categorical features, such as dates, into numerical values using Label Encoding. I then conduct Exploratory Data Analysis (EDA) to understand the dataset. After splitting the data into training and testing sets, I scale the features to a range between 0 and 1 using Standard Scaling. Finally, I