Good data quality?
Problems?
Accurate On time On purpose Consistent Exsistent
Redundancy
Inconsistency
Normalization
Streamlining complex groupings of data to minimize redundant data elements and awkward many-to-many relationships
Big data?
Volume, velocity, variety
Knowledge
relevant. useful, contextual information