Pattern Discovery in Data Mining

This course is part of Data Mining Specialization

Instructor: Jiawei Han

Skills you'll gain

  •   Text Mining
  •   Anomaly Detection
  •   Algorithms
  •   Image Analysis
  •   Spatial Analysis
  •   Information Privacy
  •   Unstructured Data
  •   Data Mining
  •   Advanced Analytics
  •   Big Data
  • There are 5 modules in this course

    Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also introduce methods for data-driven phrase mining and some interesting applications of pattern discovery. This course provides you the opportunity to learn skills and content to practice and engage in scalable pattern discovery methods on massive transactional data, discuss pattern evaluation measures, and study methods for mining diverse kinds of patterns, sequential patterns, and sub-graph patterns.

    Module 1

    Module 2

    Module 3

    Week 4

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