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DATA MINING - Coggle Diagram

- - - - information that has been translated into a form that is efficient for movement or processing.
    - - knowledge obtained from investigation, study, or instruction
    - - to know or be aware of things.
    - - the ability or result of an ability to think and act utilizing knowledge, experience, understanding, common sense, and insight.
  - - - Regression trees are used for dependent variable with continuous values
    - - if item A is present in a transaction, then item B is also likely to be present
    - - a method in artificial intelligence that teaches computers to process data in a way that is inspired by the human brain
    - - a method for classifying cases based on their similarity to other cases.
    - - a set of ML algorithms that use kernel methods to transform data features by employing kernel functions
  - - - SELF-ORGANIZING MAP
        
        A sort of artificial neural network
      - K-MEANS
        
        flat clustering algorithm.
    - - MARKET SEGMENTATION
        
        the process of dividing the market into subsets of customers who share common characteristics.
      - SOCIAL NETWORK ANALYSIS
        
        the study of structure, and how it influences health
      - ORGANIZE COMPUTING CLUSTER
        
        a group of servers and other resources that act like a single system and enable high availability, load balancing and parallel processing.
    - - AGGLOMERATIVE
        
        a type of hierarchical clustering algorithm.
      - DIVISIVE
        
        able to make decisions quickly and confidently, or showing this quality
- - - - a regression model that estimates the relationship between a quantitative dependent variable and two or more independent variables using a straight line.
  - - - a type of supervised learning algorithm used for both regression and classification.
  - - - a flowchart that helps a person decide what to wear based on the weather conditions.
  - - - a subset of machine learning and are at the heart of deep learning algorithms.
    - - a set of ML algorithms that use kernel methods to transform data features by employing kernel functions.