What are some data preprocessing ?

1. data consolidation -sourcing • collect relevent data 2. data cleaning - quality • eliminate incorrect values, input missing values 3. data transformation - put in correct form for processing •numerical variables into categorical ( random numbers, into low, medium, high) 4, data reduction