In our previous blog post (https://vinuabinayaa.medium.com/essential-methods-for-data-cleaning-b436e78de7ad), we covered fundamental data cleaning techniques, such as dealing with missing values by replacing them with mean, median, or mode as appropriate. Building on that, we are now going to explore label encoding and one-hot encoding. To illustrate these concepts, we will use a…