Introduction Data Quality: Needs of Preprocessing the data? Data Preprocessing tasks Data Cleaning Data integration Data reduction Data Transformation and Data Discretization…
Slide 1 Data Preprocessing Slide 2 An important issue for data warehousing and data mining real world data tend to be incomplete, noisy and inconsistent includes –data…
Outline Introduction Descriptive Data Summarization Data Cleaning Missing value Noise data Data Integration Redundancy Data Transformation Data Cleaning Importance “Data…
Outline Introduction Descriptive Data Summarization Data Cleaning Missing value Noise data Data Integration Redundancy Data Transformation Data Cleaning Importance “Data…