Question: Design the following steps involved in data pre - processing using Sklearn libraries considering the Region Dataset. Import the libraries Import the Dataset Handling of

Design the following steps involved in data pre-processing using Sklearn libraries considering the Region Dataset.
Import the libraries
Import the Dataset
Handling of Missing Data
Handling of Categorical Data
Splitting the dataset into training and testing datasets
Feature Scaling-Apply Standard Scalar on complete X-train and X-test
\table[[1,Region,Age,Income,Online Shopper],[2,India,49,86400,No],[3,Brazil,32,57600,Yes],[4,USA,35,64800,No],[5,Brazil,43,73200,No],[6,USA,45,,Yes],[7,India,40,69600,Yes],[8,Brazil,,62400,No],[9,India,53,94800,Yes],[10,USA,55,99600,No],[11,India,42,80400,Yes]]
Design the following steps involved in data pre -

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