# Data transformation
# Prepare the data for ML

# 4 ways to prepare the data for ML
#
#     1. Rescale Data (custom range)
#     2. Standardize data
#     3. Normalize data (0 to 1)
#     4. Binarize data

# Data is only transformed for the input

#Steps of Data Transformation:
#
# 1) Load the dataset from a URL
# 2) Split the dataset into the input & output variables for ML
# 3) Apply a pre-processing transf tech to transform the input variables
# 4) Summarize the data to show the changes
