Data Preprocessing

Data Preprocessing refers to the overall process of cleaning and transforming raw data into a format that is suitable for analysis and modeling. This includes a variety of tasks, such as:

Understanding the problem to be solved:

Data Collection

EDA

Data Cleansing

Data Reduction

Data Transformation