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Data Mining Pipeline

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  • Data Mining Pipeline
    • This week provides you with an introduction to the Data Mining Specialization and this course, Data Mining Pipeline. As you begin, you will get introduced to the four views of data mining and the key components in the data mining pipeline.
  • Data Understanding
    • This week covers data understanding by identifying key data properties and applying techniques to characterize different datasets.
  • Data Preprocessing
    • This week explains why data preprocessing is needed and what techniques can be used to preprocess data.
  • Data Warehousing
    • This week covers the key characteristics of data warehousing and the techniques to support data warehousing.