Data preprocess
a. missing values
b. smoothing noisy data
c. outliers
d. inconsistency
Data integration
a. data integrates
b. data duplicates
c. data merging
d. data consolidation
Data transformation
a. Scale
b. Normalization
c. Aggregate
d. Generalized
and others steps.
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